Dataset statistics
| Number of variables | 176 |
|---|---|
| Number of observations | 23432 |
| Missing cells | 5 |
| Missing cells (%) | < 0.1% |
| Duplicate rows | 51 |
| Duplicate rows (%) | 0.2% |
| Total size in memory | 31.5 MiB |
| Average record size in memory | 1.4 KiB |
Variable types
| CAT | 160 |
|---|---|
| BOOL | 14 |
| NUM | 2 |
| Dataset has 51 (0.2%) duplicate rows | Duplicates |
pax_name has a high cardinality: 20972 distinct values | High cardinality |
pax_passport has a high cardinality: 21075 distinct values | High cardinality |
seg_dep_time has a high cardinality: 5655 distinct values | High cardinality |
birth_date has a high cardinality: 2915 distinct values | High cardinality |
nation_name has a high cardinality: 56 distinct values | High cardinality |
city_name has a high cardinality: 298 distinct values | High cardinality |
province_name has a high cardinality: 88 distinct values | High cardinality |
pref_orig_m3_1 has a high cardinality: 63 distinct values | High cardinality |
pref_orig_m3_2 has a high cardinality: 84 distinct values | High cardinality |
pref_orig_m3_3 has a high cardinality: 68 distinct values | High cardinality |
pref_orig_m3_4 has a high cardinality: 56 distinct values | High cardinality |
pref_orig_m3_5 has a high cardinality: 51 distinct values | High cardinality |
pref_orig_m6_1 has a high cardinality: 73 distinct values | High cardinality |
pref_orig_m6_2 has a high cardinality: 100 distinct values | High cardinality |
pref_orig_m6_3 has a high cardinality: 89 distinct values | High cardinality |
pref_orig_m6_4 has a high cardinality: 80 distinct values | High cardinality |
pref_orig_m6_5 has a high cardinality: 67 distinct values | High cardinality |
pref_orig_y1_1 has a high cardinality: 80 distinct values | High cardinality |
pref_orig_y1_2 has a high cardinality: 116 distinct values | High cardinality |
pref_orig_y1_3 has a high cardinality: 118 distinct values | High cardinality |
pref_orig_y1_4 has a high cardinality: 94 distinct values | High cardinality |
pref_orig_y1_5 has a high cardinality: 87 distinct values | High cardinality |
pref_orig_y2_1 has a high cardinality: 79 distinct values | High cardinality |
pref_orig_y2_2 has a high cardinality: 131 distinct values | High cardinality |
pref_orig_y2_3 has a high cardinality: 134 distinct values | High cardinality |
pref_orig_y2_4 has a high cardinality: 120 distinct values | High cardinality |
pref_orig_y2_5 has a high cardinality: 102 distinct values | High cardinality |
pref_orig_y3_1 has a high cardinality: 73 distinct values | High cardinality |
pref_orig_y3_2 has a high cardinality: 130 distinct values | High cardinality |
pref_orig_y3_3 has a high cardinality: 141 distinct values | High cardinality |
pref_orig_y3_4 has a high cardinality: 132 distinct values | High cardinality |
pref_orig_y3_5 has a high cardinality: 108 distinct values | High cardinality |
pref_line_m3_1 has a high cardinality: 176 distinct values | High cardinality |
pref_line_m3_2 has a high cardinality: 195 distinct values | High cardinality |
pref_line_m3_3 has a high cardinality: 155 distinct values | High cardinality |
pref_line_m3_4 has a high cardinality: 140 distinct values | High cardinality |
pref_line_m3_5 has a high cardinality: 108 distinct values | High cardinality |
pref_line_m6_1 has a high cardinality: 219 distinct values | High cardinality |
pref_line_m6_2 has a high cardinality: 269 distinct values | High cardinality |
pref_line_m6_3 has a high cardinality: 224 distinct values | High cardinality |
pref_line_m6_4 has a high cardinality: 198 distinct values | High cardinality |
pref_line_m6_5 has a high cardinality: 161 distinct values | High cardinality |
pref_line_y1_1 has a high cardinality: 282 distinct values | High cardinality |
pref_line_y1_2 has a high cardinality: 334 distinct values | High cardinality |
pref_line_y1_3 has a high cardinality: 306 distinct values | High cardinality |
pref_line_y1_4 has a high cardinality: 288 distinct values | High cardinality |
pref_line_y1_5 has a high cardinality: 242 distinct values | High cardinality |
pref_line_y2_1 has a high cardinality: 322 distinct values | High cardinality |
pref_line_y2_2 has a high cardinality: 377 distinct values | High cardinality |
pref_line_y2_3 has a high cardinality: 411 distinct values | High cardinality |
pref_line_y2_4 has a high cardinality: 390 distinct values | High cardinality |
pref_line_y2_5 has a high cardinality: 348 distinct values | High cardinality |
pref_line_y3_1 has a high cardinality: 312 distinct values | High cardinality |
pref_line_y3_2 has a high cardinality: 379 distinct values | High cardinality |
pref_line_y3_3 has a high cardinality: 442 distinct values | High cardinality |
pref_line_y3_4 has a high cardinality: 435 distinct values | High cardinality |
pref_line_y3_5 has a high cardinality: 394 distinct values | High cardinality |
pref_city_m3_1 has a high cardinality: 61 distinct values | High cardinality |
pref_city_m3_2 has a high cardinality: 84 distinct values | High cardinality |
pref_city_m3_3 has a high cardinality: 68 distinct values | High cardinality |
pref_city_m3_4 has a high cardinality: 56 distinct values | High cardinality |
pref_city_m6_1 has a high cardinality: 76 distinct values | High cardinality |
pref_city_m6_2 has a high cardinality: 103 distinct values | High cardinality |
pref_city_m6_3 has a high cardinality: 89 distinct values | High cardinality |
pref_city_m6_4 has a high cardinality: 74 distinct values | High cardinality |
pref_city_m6_5 has a high cardinality: 64 distinct values | High cardinality |
pref_city_y1_1 has a high cardinality: 92 distinct values | High cardinality |
pref_city_y1_2 has a high cardinality: 123 distinct values | High cardinality |
pref_city_y1_3 has a high cardinality: 119 distinct values | High cardinality |
pref_city_y1_4 has a high cardinality: 107 distinct values | High cardinality |
pref_city_y1_5 has a high cardinality: 98 distinct values | High cardinality |
pref_city_y2_1 has a high cardinality: 85 distinct values | High cardinality |
pref_city_y2_2 has a high cardinality: 127 distinct values | High cardinality |
pref_city_y2_3 has a high cardinality: 141 distinct values | High cardinality |
pref_city_y2_4 has a high cardinality: 132 distinct values | High cardinality |
pref_city_y2_5 has a high cardinality: 107 distinct values | High cardinality |
pref_city_y3_1 has a high cardinality: 78 distinct values | High cardinality |
pref_city_y3_2 has a high cardinality: 130 distinct values | High cardinality |
pref_city_y3_3 has a high cardinality: 149 distinct values | High cardinality |
pref_city_y3_4 has a high cardinality: 146 distinct values | High cardinality |
pref_city_y3_5 has a high cardinality: 116 distinct values | High cardinality |
recent_flt_day has a high cardinality: 994 distinct values | High cardinality |
pref_orig_city_m3 has a high cardinality: 76 distinct values | High cardinality |
pref_orig_city_m6 has a high cardinality: 90 distinct values | High cardinality |
pref_orig_city_y1 has a high cardinality: 102 distinct values | High cardinality |
pref_orig_city_y2 has a high cardinality: 104 distinct values | High cardinality |
pref_orig_city_y3 has a high cardinality: 102 distinct values | High cardinality |
pref_dest_city_m3 has a high cardinality: 77 distinct values | High cardinality |
pref_dest_city_m6 has a high cardinality: 90 distinct values | High cardinality |
pref_dest_city_y1 has a high cardinality: 94 distinct values | High cardinality |
pref_dest_city_y2 has a high cardinality: 95 distinct values | High cardinality |
pref_dest_city_y3 has a high cardinality: 89 distinct values | High cardinality |
Reproduction
| Analysis started | 2021-02-23 05:05:28.423519 |
|---|---|
| Analysis finished | 2021-02-23 05:05:32.292519 |
| Duration | 3.87 seconds |
| Software version | pandas-profiling v2.9.0 |
| Download configuration | config.yaml |
| Distinct | 20972 |
|---|---|
| Distinct (%) | 89.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 1c86fb42ab58cb2df206bae2b6ed15a1 | 33 |
|---|---|
| 8e2fb4de629808f9429cb279c85d7efc | 15 |
| b592ca6e8d0518ddab5eeb89f5a0449f | 14 |
| d4ab2ef44db402186d29d15fb438cbbf | 10 |
| 646fc2fcc29979f51696a66049db024b | 10 |
| Other values (20967) |
| Value | Count | Frequency (%) | |
| 1c86fb42ab58cb2df206bae2b6ed15a1 | 33 | 0.1% | |
| 8e2fb4de629808f9429cb279c85d7efc | 15 | 0.1% | |
| b592ca6e8d0518ddab5eeb89f5a0449f | 14 | 0.1% | |
| d4ab2ef44db402186d29d15fb438cbbf | 10 | < 0.1% | |
| 646fc2fcc29979f51696a66049db024b | 10 | < 0.1% | |
| d527ea7035d967f33cd32046db343813 | 10 | < 0.1% | |
| a1f1c4cf158e388bbc4648bf7917b3fb | 9 | < 0.1% | |
| bf0b48b96aad1ec7f6f1a5c043d18f3b | 9 | < 0.1% | |
| 1ee68ac7d269936eac3cb678535c1667 | 8 | < 0.1% | |
| e2461c4a89cc8478f46b8ae20d6d3b22 | 8 | < 0.1% | |
| Other values (20962) | 23306 | 99.5% |
Unique
| Unique | 19244 ? |
|---|---|
| Unique (%) | 82.1% |
| Distinct | 21075 |
|---|---|
| Distinct (%) | 89.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 306536af81b052feefee3ad9cb168da8 | 30 |
|---|---|
| b19ea5fe19a2a9551b65f09a3b8e8a70 | 15 |
| 18a6a516c905d041ca3545d9a43d1d14 | 14 |
| 1ccd17e3c86face6f81bc2efdfc33831 | 12 |
| 21c328427fa457a489bb520fb7c12b81 | 10 |
| Other values (21070) |
| Value | Count | Frequency (%) | |
| 306536af81b052feefee3ad9cb168da8 | 30 | 0.1% | |
| b19ea5fe19a2a9551b65f09a3b8e8a70 | 15 | 0.1% | |
| 18a6a516c905d041ca3545d9a43d1d14 | 14 | 0.1% | |
| 1ccd17e3c86face6f81bc2efdfc33831 | 12 | 0.1% | |
| 21c328427fa457a489bb520fb7c12b81 | 10 | < 0.1% | |
| 717635ba93bd3823db106f96e9d033c3 | 9 | < 0.1% | |
| 96cfa9c2e5984debcf67f8bc2a8333da | 9 | < 0.1% | |
| 70e00017a5076f46784e2e24a103d441 | 9 | < 0.1% | |
| 5d71151bbbd856f3d76fa09059f8e68f | 8 | < 0.1% | |
| d1f3105533a37cb29b181264e8571b6e | 8 | < 0.1% | |
| Other values (21065) | 23308 | 99.5% |
Unique
| Unique | 19376 ? |
|---|---|
| Unique (%) | 82.7% |
seg_route_to
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| LAX | |
|---|---|
| JFK | |
| SYD |
| Value | Count | Frequency (%) | |
| LAX | 7910 | 33.8% | |
| JFK | 7894 | 33.7% | |
| SYD | 7628 | 32.6% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
seg_flight
Categorical
| Distinct | 17 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| AB1007 | |
|---|---|
| AB1006 | |
| AB1008 | |
| AB1010 | |
| AB1009 | |
| Other values (12) |
| Value | Count | Frequency (%) | |
| AB1007 | 4902 | 20.9% | |
| AB1006 | 4568 | 19.5% | |
| AB1008 | 4228 | 18.0% | |
| AB1010 | 3326 | 14.2% | |
| AB1009 | 2968 | 12.7% | |
| AB1013 | 2565 | 10.9% | |
| AB1015 | 686 | 2.9% | |
| AB1014 | 160 | 0.7% | |
| AB1005 | 14 | 0.1% | |
| AB1000 | 5 | < 0.1% | |
| Other values (7) | 10 | < 0.1% |
Unique
| Unique | 5 ? |
|---|---|
| Unique (%) | < 0.1% |
seg_cabin
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Memory size | 183.1 KiB |
| Y | |
|---|---|
| J | |
| W | 90 |
| F | 12 |
| C | 4 |
| Value | Count | Frequency (%) | |
| Y | 20363 | 86.9% | |
| J | 2962 | 12.6% | |
| W | 90 | 0.4% | |
| F | 12 | 0.1% | |
| C | 4 | < 0.1% | |
| (Missing) | 1 | < 0.1% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
| Distinct | 5655 |
|---|---|
| Distinct (%) | 24.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 2018/12/24 0:05 | 46 |
|---|---|
| 2018/12/23 20:20 | 34 |
| 2019/1/12 20:20 | 30 |
| 2019/12/31 0:05 | 30 |
| 2019/1/2 20:20 | 29 |
| Other values (5650) |
| Value | Count | Frequency (%) | |
| 2018/12/24 0:05 | 46 | 0.2% | |
| 2018/12/23 20:20 | 34 | 0.1% | |
| 2019/1/12 20:20 | 30 | 0.1% | |
| 2019/12/31 0:05 | 30 | 0.1% | |
| 2019/1/2 20:20 | 29 | 0.1% | |
| 2019/4/24 20:20 | 29 | 0.1% | |
| 2018/12/29 20:20 | 28 | 0.1% | |
| 2019/3/24 13:20 | 28 | 0.1% | |
| 2018/4/11 21:00 | 28 | 0.1% | |
| 2019/4/26 20:20 | 26 | 0.1% | |
| Other values (5645) | 23124 | 98.7% |
Unique
| Unique | 1315 ? |
|---|---|
| Unique (%) | 5.6% |
pax_fcny
Real number (ℝ≥0)
| Distinct | 3153 |
|---|---|
| Distinct (%) | 13.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 22285.2966 |
|---|---|
| Minimum | 0 |
| Maximum | 4264300 |
| Zeros | 34 |
| Zeros (%) | 0.1% |
| Memory size | 183.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 150 |
| Q1 | 317.75 |
| median | 568 |
| Q3 | 1196 |
| 95-th percentile | 63769 |
| Maximum | 4264300 |
| Range | 4264300 |
| Interquartile range (IQR) | 878.25 |
Descriptive statistics
| Standard deviation | 117848.6986 |
|---|---|
| Coefficient of variation (CV) | 5.28818174 |
| Kurtosis | 237.1807462 |
| Mean | 22285.2966 |
| Median Absolute Deviation (MAD) | 312 |
| Skewness | 11.36753735 |
| Sum | 522189069.9 |
| Variance | 1.388831575e+10 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 200 | 391 | 1.7% | |
| 300 | 346 | 1.5% | |
| 150 | 252 | 1.1% | |
| 220 | 237 | 1.0% | |
| 160 | 221 | 0.9% | |
| 250 | 182 | 0.8% | |
| 240 | 161 | 0.7% | |
| 210 | 160 | 0.7% | |
| 230 | 149 | 0.6% | |
| 280 | 135 | 0.6% | |
| Other values (3143) | 21198 | 90.5% |
| Value | Count | Frequency (%) | |
| 0 | 34 | 0.1% | |
| 0.05 | 16 | 0.1% | |
| 0.1 | 1 | < 0.1% | |
| 14 | 1 | < 0.1% | |
| 16 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 4264300 | 1 | < 0.1% | |
| 3544600 | 1 | < 0.1% | |
| 3465100 | 1 | < 0.1% | |
| 3198200 | 2 | < 0.1% | |
| 2800000 | 2 | < 0.1% |
pax_tax
Real number (ℝ≥0)
| Distinct | 5409 |
|---|---|
| Distinct (%) | 23.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15419.39163 |
|---|---|
| Minimum | 0 |
| Maximum | 636700 |
| Zeros | 90 |
| Zeros (%) | 0.4% |
| Memory size | 183.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 150.86 |
| Q1 | 242.525 |
| median | 299.36 |
| Q3 | 454.06 |
| 95-th percentile | 30730 |
| Maximum | 636700 |
| Range | 636700 |
| Interquartile range (IQR) | 211.535 |
Descriptive statistics
| Standard deviation | 69443.02403 |
|---|---|
| Coefficient of variation (CV) | 4.503616335 |
| Kurtosis | 20.07018201 |
| Mean | 15419.39163 |
| Median Absolute Deviation (MAD) | 127.9 |
| Skewness | 4.65651811 |
| Sum | 361307184.7 |
| Variance | 4822333586 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 454.16 | 256 | 1.1% | |
| 455.61 | 179 | 0.8% | |
| 454.43 | 174 | 0.7% | |
| 454.06 | 164 | 0.7% | |
| 454.26 | 153 | 0.7% | |
| 455.51 | 149 | 0.6% | |
| 299.06 | 144 | 0.6% | |
| 280.46 | 129 | 0.6% | |
| 455.43 | 121 | 0.5% | |
| 152.86 | 118 | 0.5% | |
| Other values (5399) | 21845 | 93.2% |
| Value | Count | Frequency (%) | |
| 0 | 90 | 0.4% | |
| 0.05 | 16 | 0.1% | |
| 0.1 | 1 | < 0.1% | |
| 5.6 | 1 | < 0.1% | |
| 10.6 | 3 | < 0.1% |
| Value | Count | Frequency (%) | |
| 636700 | 1 | < 0.1% | |
| 494900 | 1 | < 0.1% | |
| 484900 | 1 | < 0.1% | |
| 399300 | 1 | < 0.1% | |
| 397500 | 1 | < 0.1% |
emd_lable
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 16230 | 69.3% | |
| 1 | 7202 | 30.7% |
emd_lable2
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| 1 | 1475 |
| Value | Count | Frequency (%) | |
| 0 | 21957 | 93.7% | |
| 1 | 1475 | 6.3% |
gender
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| M | |
| F | |
| U | 58 |
| Value | Count | Frequency (%) | |
| 0 | 18629 | 79.5% | |
| M | 2432 | 10.4% | |
| F | 2313 | 9.9% | |
| U | 58 | 0.2% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
age
Categorical
| Distinct | 8 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| 21-30 | 1226 |
| 31-40 | 923 |
| 51-60 | 604 |
| 41-50 | 550 |
| Other values (3) | 665 |
| Value | Count | Frequency (%) | |
| 0 | 19464 | 83.1% | |
| 21-30 | 1226 | 5.2% | |
| 31-40 | 923 | 3.9% | |
| 51-60 | 604 | 2.6% | |
| 41-50 | 550 | 2.3% | |
| 60+ | 523 | 2.2% | |
| 11月20日 | 108 | 0.5% | |
| 0-10 | 34 | 0.1% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
| Distinct | 2915 |
|---|---|
| Distinct (%) | 12.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| 1966/4/22 | 15 |
| 1967/10/30 | 14 |
| 1959/9/14 | 8 |
| 1986/4/18 | 6 |
| Other values (2910) |
| Value | Count | Frequency (%) | |
| 0 | 19833 | 84.6% | |
| 1966/4/22 | 15 | 0.1% | |
| 1967/10/30 | 14 | 0.1% | |
| 1959/9/14 | 8 | < 0.1% | |
| 1986/4/18 | 6 | < 0.1% | |
| 1984/5/7 | 6 | < 0.1% | |
| 1988/9/26 | 5 | < 0.1% | |
| 1963/9/8 | 5 | < 0.1% | |
| 1966/11/9 | 5 | < 0.1% | |
| 1959/4/3 | 5 | < 0.1% | |
| Other values (2905) | 3530 | 15.1% |
Unique
| Unique | 2407 ? |
|---|---|
| Unique (%) | 10.3% |
residence_country
Categorical
| Distinct | 15 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| 中国 | |
| 美国 | 66 |
| 澳大利亚 | 24 |
| 中国台湾 | 5 |
| Other values (10) | 24 |
| Value | Count | Frequency (%) | |
| 0 | 19023 | 81.2% | |
| 中国 | 4290 | 18.3% | |
| 美国 | 66 | 0.3% | |
| 澳大利亚 | 24 | 0.1% | |
| 中国台湾 | 5 | < 0.1% | |
| 日本 | 5 | < 0.1% | |
| 新加坡 | 4 | < 0.1% | |
| 越南 | 3 | < 0.1% | |
| 英国 | 3 | < 0.1% | |
| 泰国 | 3 | < 0.1% | |
| Other values (5) | 6 | < 0.1% |
Unique
| Unique | 4 ? |
|---|---|
| Unique (%) | < 0.1% |
| Distinct | 56 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| 美国 | 1577 |
| 中国 | 932 |
| 澳大利亚 | 399 |
| 韩国 | 233 |
| Other values (51) | 404 |
| Value | Count | Frequency (%) | |
| 0 | 19887 | 84.9% | |
| 美国 | 1577 | 6.7% | |
| 中国 | 932 | 4.0% | |
| 澳大利亚 | 399 | 1.7% | |
| 韩国 | 233 | 1.0% | |
| 菲律宾 | 68 | 0.3% | |
| 中国台湾 | 46 | 0.2% | |
| 新加坡 | 41 | 0.2% | |
| 日本 | 30 | 0.1% | |
| 墨西哥 | 29 | 0.1% | |
| Other values (46) | 190 | 0.8% |
Unique
| Unique | 19 ? |
|---|---|
| Unique (%) | 0.1% |
| Distinct | 298 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 4 |
| Missing (%) | < 0.1% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| 上海市 | 179 |
| 上海 | 154 |
| *** | 46 |
| 浦东新区 | 19 |
| Other values (293) | 592 |
| Value | Count | Frequency (%) | |
| 0 | 22438 | 95.8% | |
| 上海市 | 179 | 0.8% | |
| 上海 | 154 | 0.7% | |
| *** | 46 | 0.2% | |
| 浦东新区 | 19 | 0.1% | |
| 北京 | 18 | 0.1% | |
| Sydney | 17 | 0.1% | |
| 悉尼 | 12 | 0.1% | |
| 长宁区 | 12 | 0.1% | |
| 苏州 | 10 | < 0.1% | |
| Other values (288) | 523 | 2.2% |
Unique
| Unique | 187 ? |
|---|---|
| Unique (%) | 0.8% |
| Distinct | 88 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| SH | 389 |
| JS | 91 |
| ZJ | 46 |
| NSW | 43 |
| Other values (83) | 367 |
| Value | Count | Frequency (%) | |
| 0 | 22496 | 96.0% | |
| SH | 389 | 1.7% | |
| JS | 91 | 0.4% | |
| ZJ | 46 | 0.2% | |
| NSW | 43 | 0.2% | |
| AH | 42 | 0.2% | |
| BJ | 26 | 0.1% | |
| SD | 24 | 0.1% | |
| *** | 20 | 0.1% | |
| CA | 16 | 0.1% | |
| Other values (78) | 239 | 1.0% |
Unique
| Unique | 40 ? |
|---|---|
| Unique (%) | 0.2% |
marital_stat
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| U | 309 |
| S | 195 |
| M | 88 |
| Value | Count | Frequency (%) | |
| 0 | 22840 | 97.5% | |
| U | 309 | 1.3% | |
| S | 195 | 0.8% | |
| M | 88 | 0.4% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
member_level
Categorical
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| STD | |
| SILHL | 145 |
| GOLHL | 75 |
| PLTSL | 73 |
| Other values (2) | 43 |
| Value | Count | Frequency (%) | |
| 0 | 19833 | 84.6% | |
| STD | 3263 | 13.9% | |
| SILHL | 145 | 0.6% | |
| GOLHL | 75 | 0.3% | |
| PLTSL | 73 | 0.3% | |
| CHD | 39 | 0.2% | |
| SILSL | 4 | < 0.1% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
enroll_chnl
Categorical
| Distinct | 8 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| 网站 | |
| 销售单位 | 175 |
| 手机平台 | 136 |
| 其它 | 118 |
| Other values (3) | 118 |
| Value | Count | Frequency (%) | |
| 0 | 19833 | 84.6% | |
| 网站 | 3052 | 13.0% | |
| 销售单位 | 175 | 0.7% | |
| 手机平台 | 136 | 0.6% | |
| 其它 | 118 | 0.5% | |
| 电话 | 66 | 0.3% | |
| 移动客舱 | 51 | 0.2% | |
| 联名卡 | 1 | < 0.1% |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
cabin_hf_cnt_m3
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| 2 | 10 |
| 1 | 7 |
| Value | Count | Frequency (%) | |
| 0 | 23415 | 99.9% | |
| 2 | 10 | < 0.1% | |
| 1 | 7 | < 0.1% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
cabin_hf_cnt_m6
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| 1 | 13 |
| 2 | 11 |
| Value | Count | Frequency (%) | |
| 0 | 23408 | 99.9% | |
| 1 | 13 | 0.1% | |
| 2 | 11 | < 0.1% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
cabin_hf_cnt_y1
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| 1 | 24 |
| 2 | 13 |
| 3 | 2 |
| Value | Count | Frequency (%) | |
| 0 | 23393 | 99.8% | |
| 1 | 24 | 0.1% | |
| 2 | 13 | 0.1% | |
| 3 | 2 | < 0.1% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
cabin_f_cnt_m3
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| 2 | 1 |
| 1 | 1 |
| Value | Count | Frequency (%) | |
| 0 | 23430 | > 99.9% | |
| 2 | 1 | < 0.1% | |
| 1 | 1 | < 0.1% |
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | < 0.1% |
cabin_f_cnt_m6
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| 1 | 7 |
| 2 | 4 |
| Value | Count | Frequency (%) | |
| 0 | 23421 | > 99.9% | |
| 1 | 7 | < 0.1% | |
| 2 | 4 | < 0.1% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
pref_aircraft_m3_1
Categorical
| Distinct | 25 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| 773 | 362 |
| 359 | 167 |
| 789 | 88 |
| 33H | 45 |
| Other values (20) | 275 |
| Value | Count | Frequency (%) | |
| 0 | 22495 | 96.0% | |
| 773 | 362 | 1.5% | |
| 359 | 167 | 0.7% | |
| 789 | 88 | 0.4% | |
| 33H | 45 | 0.2% | |
| 73H | 40 | 0.2% | |
| 33E | 33 | 0.1% | |
| 33L | 31 | 0.1% | |
| 320 | 29 | 0.1% | |
| 325 | 25 | 0.1% | |
| Other values (15) | 117 | 0.5% |
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | < 0.1% |
pref_aircraft_m3_2
Categorical
| Distinct | 24 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| 773 | 226 |
| 359 | 159 |
| 320 | 70 |
| 33H | 53 |
| Other values (19) | 429 |
| Value | Count | Frequency (%) | |
| 0 | 22495 | 96.0% | |
| 773 | 226 | 1.0% | |
| 359 | 159 | 0.7% | |
| 320 | 70 | 0.3% | |
| 33H | 53 | 0.2% | |
| 789 | 49 | 0.2% | |
| 73H | 49 | 0.2% | |
| 325 | 49 | 0.2% | |
| 33E | 48 | 0.2% | |
| 738 | 42 | 0.2% | |
| Other values (14) | 192 | 0.8% |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
pref_aircraft_m3_3
Categorical
| Distinct | 23 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| 773 | 203 |
| 359 | 141 |
| 33H | 43 |
| 325 | 43 |
| Other values (18) | 272 |
| Value | Count | Frequency (%) | |
| 0 | 22730 | 97.0% | |
| 773 | 203 | 0.9% | |
| 359 | 141 | 0.6% | |
| 33H | 43 | 0.2% | |
| 325 | 43 | 0.2% | |
| 789 | 37 | 0.2% | |
| 320 | 36 | 0.2% | |
| 33L | 33 | 0.1% | |
| 73H | 24 | 0.1% | |
| 33E | 23 | 0.1% | |
| Other values (13) | 119 | 0.5% |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
pref_aircraft_m3_4
Categorical
| Distinct | 23 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| 773 | 202 |
| 359 | 131 |
| 320 | 42 |
| 789 | 34 |
| Other values (18) | 198 |
| Value | Count | Frequency (%) | |
| 0 | 22825 | 97.4% | |
| 773 | 202 | 0.9% | |
| 359 | 131 | 0.6% | |
| 320 | 42 | 0.2% | |
| 789 | 34 | 0.1% | |
| 33H | 31 | 0.1% | |
| 33E | 25 | 0.1% | |
| 73H | 21 | 0.1% | |
| 325 | 20 | 0.1% | |
| 738 | 17 | 0.1% | |
| Other values (13) | 84 | 0.4% |
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | < 0.1% |
pref_aircraft_m3_5
Categorical
| Distinct | 23 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| 773 | 202 |
| 359 | 126 |
| 789 | 34 |
| 33H | 32 |
| Other values (18) | 168 |
| Value | Count | Frequency (%) | |
| 0 | 22870 | 97.6% | |
| 773 | 202 | 0.9% | |
| 359 | 126 | 0.5% | |
| 789 | 34 | 0.1% | |
| 33H | 32 | 0.1% | |
| 320 | 26 | 0.1% | |
| 325 | 21 | 0.1% | |
| 73H | 21 | 0.1% | |
| 738 | 15 | 0.1% | |
| 33E | 15 | 0.1% | |
| Other values (13) | 70 | 0.3% |
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | < 0.1% |
pref_aircraft_m6_1
Categorical
| Distinct | 25 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| 773 | 669 |
| 359 | 303 |
| 789 | 107 |
| 33H | 79 |
| Other values (20) | 392 |
| Value | Count | Frequency (%) | |
| 0 | 21882 | 93.4% | |
| 773 | 669 | 2.9% | |
| 359 | 303 | 1.3% | |
| 789 | 107 | 0.5% | |
| 33H | 79 | 0.3% | |
| 320 | 64 | 0.3% | |
| 73H | 50 | 0.2% | |
| 33L | 48 | 0.2% | |
| 73E | 42 | 0.2% | |
| 325 | 37 | 0.2% | |
| Other values (15) | 151 | 0.6% |
Unique
| Unique | 3 ? |
|---|---|
| Unique (%) | < 0.1% |
pref_aircraft_m6_2
Categorical
| Distinct | 26 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| 773 | 392 |
| 359 | 264 |
| 33H | 113 |
| 320 | 112 |
| Other values (21) | 669 |
| Value | Count | Frequency (%) | |
| 0 | 21882 | 93.4% | |
| 773 | 392 | 1.7% | |
| 359 | 264 | 1.1% | |
| 33H | 113 | 0.5% | |
| 320 | 112 | 0.5% | |
| 33E | 81 | 0.3% | |
| 33L | 80 | 0.3% | |
| 325 | 77 | 0.3% | |
| 73H | 64 | 0.3% | |
| 789 | 60 | 0.3% | |
| Other values (16) | 307 | 1.3% |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
pref_aircraft_m6_3
Categorical
| Distinct | 22 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| 773 | 350 |
| 359 | 236 |
| 33H | 83 |
| 320 | 74 |
| Other values (17) | 415 |
| Value | Count | Frequency (%) | |
| 0 | 22274 | 95.1% | |
| 773 | 350 | 1.5% | |
| 359 | 236 | 1.0% | |
| 33H | 83 | 0.4% | |
| 320 | 74 | 0.3% | |
| 325 | 69 | 0.3% | |
| 73H | 48 | 0.2% | |
| 33E | 45 | 0.2% | |
| 789 | 38 | 0.2% | |
| 33L | 35 | 0.1% | |
| Other values (12) | 180 | 0.8% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
pref_aircraft_m6_4
Categorical
| Distinct | 23 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| 773 | 343 |
| 359 | 223 |
| 320 | 65 |
| 33H | 56 |
| Other values (18) | 288 |
| Value | Count | Frequency (%) | |
| 0 | 22457 | 95.8% | |
| 773 | 343 | 1.5% | |
| 359 | 223 | 1.0% | |
| 320 | 65 | 0.3% | |
| 33H | 56 | 0.2% | |
| 325 | 53 | 0.2% | |
| 789 | 37 | 0.2% | |
| 33E | 33 | 0.1% | |
| 73E | 31 | 0.1% | |
| 738 | 25 | 0.1% | |
| Other values (13) | 109 | 0.5% |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
pref_aircraft_m6_5
Categorical
| Distinct | 22 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| 773 | 342 |
| 359 | 219 |
| 33H | 54 |
| 320 | 47 |
| Other values (17) | 233 |
| Value | Count | Frequency (%) | |
| 0 | 22537 | 96.2% | |
| 773 | 342 | 1.5% | |
| 359 | 219 | 0.9% | |
| 33H | 54 | 0.2% | |
| 320 | 47 | 0.2% | |
| 789 | 37 | 0.2% | |
| 325 | 29 | 0.1% | |
| 33E | 27 | 0.1% | |
| 73E | 19 | 0.1% | |
| 33L | 19 | 0.1% | |
| Other values (12) | 102 | 0.4% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
pref_aircraft_y1_1
Categorical
| Distinct | 24 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| 773 | 1752 |
| 359 | 356 |
| 33H | 247 |
| 789 | 122 |
| Other values (19) | 628 |
| Value | Count | Frequency (%) | |
| 0 | 20327 | 86.7% | |
| 773 | 1752 | 7.5% | |
| 359 | 356 | 1.5% | |
| 33H | 247 | 1.1% | |
| 789 | 122 | 0.5% | |
| 33L | 97 | 0.4% | |
| 320 | 83 | 0.4% | |
| 325 | 73 | 0.3% | |
| 73H | 67 | 0.3% | |
| 33E | 63 | 0.3% | |
| Other values (14) | 245 | 1.0% |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
pref_aircraft_y1_2
Categorical
| Distinct | 28 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| 773 | 837 |
| 33H | 315 |
| 359 | 266 |
| 33L | 221 |
| Other values (23) | 1466 |
| Value | Count | Frequency (%) | |
| 0 | 20327 | 86.7% | |
| 773 | 837 | 3.6% | |
| 33H | 315 | 1.3% | |
| 359 | 266 | 1.1% | |
| 33L | 221 | 0.9% | |
| 320 | 190 | 0.8% | |
| 73H | 186 | 0.8% | |
| 33E | 181 | 0.8% | |
| 325 | 157 | 0.7% | |
| 73E | 113 | 0.5% | |
| Other values (18) | 639 | 2.7% |
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | < 0.1% |
pref_aircraft_y1_3
Categorical
| Distinct | 26 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| 773 | 718 |
| 33H | 265 |
| 359 | 197 |
| 33E | 154 |
| Other values (21) | 923 |
| Value | Count | Frequency (%) | |
| 0 | 21175 | 90.4% | |
| 773 | 718 | 3.1% | |
| 33H | 265 | 1.1% | |
| 359 | 197 | 0.8% | |
| 33E | 154 | 0.7% | |
| 325 | 136 | 0.6% | |
| 320 | 133 | 0.6% | |
| 33L | 121 | 0.5% | |
| 73H | 70 | 0.3% | |
| 738 | 67 | 0.3% | |
| Other values (16) | 396 | 1.7% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
pref_aircraft_y1_4
Categorical
| Distinct | 25 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| 773 | 698 |
| 359 | 166 |
| 33H | 158 |
| 320 | 111 |
| Other values (20) | 588 |
| Value | Count | Frequency (%) | |
| 0 | 21711 | 92.7% | |
| 773 | 698 | 3.0% | |
| 359 | 166 | 0.7% | |
| 33H | 158 | 0.7% | |
| 320 | 111 | 0.5% | |
| 325 | 96 | 0.4% | |
| 33E | 96 | 0.4% | |
| 33L | 56 | 0.2% | |
| 73E | 42 | 0.2% | |
| 73H | 38 | 0.2% | |
| Other values (15) | 260 | 1.1% |
Unique
| Unique | 3 ? |
|---|---|
| Unique (%) | < 0.1% |
pref_aircraft_y1_5
Categorical
| Distinct | 25 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| 773 | 688 |
| 359 | 160 |
| 33H | 127 |
| 33E | 91 |
| Other values (20) | 407 |
| Value | Count | Frequency (%) | |
| 0 | 21959 | 93.7% | |
| 773 | 688 | 2.9% | |
| 359 | 160 | 0.7% | |
| 33H | 127 | 0.5% | |
| 33E | 91 | 0.4% | |
| 325 | 61 | 0.3% | |
| 33L | 47 | 0.2% | |
| 320 | 47 | 0.2% | |
| 73H | 42 | 0.2% | |
| 73E | 28 | 0.1% | |
| Other values (15) | 182 | 0.8% |
Unique
| Unique | 4 ? |
|---|---|
| Unique (%) | < 0.1% |
pref_aircraft_y2_1
Categorical
| Distinct | 27 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| 773 | |
| 33H | 919 |
| 320 | 185 |
| 33E | 164 |
| Other values (22) | 805 |
| Value | Count | Frequency (%) | |
| 0 | 15962 | 68.1% | |
| 773 | 5397 | 23.0% | |
| 33H | 919 | 3.9% | |
| 320 | 185 | 0.8% | |
| 33E | 164 | 0.7% | |
| 359 | 127 | 0.5% | |
| 73H | 124 | 0.5% | |
| 325 | 106 | 0.5% | |
| 33L | 90 | 0.4% | |
| 73E | 69 | 0.3% | |
| Other values (17) | 289 | 1.2% |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
pref_aircraft_y2_2
Categorical
| Distinct | 29 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| 773 | |
| 73H | 811 |
| 33H | 732 |
| 325 | 698 |
| Other values (24) |
| Value | Count | Frequency (%) | |
| 0 | 15962 | 68.1% | |
| 773 | 1892 | 8.1% | |
| 73H | 811 | 3.5% | |
| 33H | 732 | 3.1% | |
| 325 | 698 | 3.0% | |
| 33L | 548 | 2.3% | |
| 320 | 526 | 2.2% | |
| 33E | 505 | 2.2% | |
| 73E | 270 | 1.2% | |
| 73L | 217 | 0.9% | |
| Other values (19) | 1271 | 5.4% |
Unique
| Unique | 3 ? |
|---|---|
| Unique (%) | < 0.1% |
pref_aircraft_y2_3
Categorical
| Distinct | 28 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| 773 | 1545 |
| 33H | 487 |
| 320 | 470 |
| 33E | 452 |
| Other values (23) |
| Value | Count | Frequency (%) | |
| 0 | 18224 | 77.8% | |
| 773 | 1545 | 6.6% | |
| 33H | 487 | 2.1% | |
| 320 | 470 | 2.0% | |
| 33E | 452 | 1.9% | |
| 325 | 406 | 1.7% | |
| 73H | 209 | 0.9% | |
| 73E | 204 | 0.9% | |
| 323 | 203 | 0.9% | |
| 33L | 200 | 0.9% | |
| Other values (18) | 1032 | 4.4% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
pref_aircraft_y2_4
Categorical
| Distinct | 27 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| 773 | 1448 |
| 33H | 269 |
| 33E | 265 |
| 325 | 203 |
| Other values (22) | 1060 |
| Value | Count | Frequency (%) | |
| 0 | 20187 | 86.2% | |
| 773 | 1448 | 6.2% | |
| 33H | 269 | 1.1% | |
| 33E | 265 | 1.1% | |
| 325 | 203 | 0.9% | |
| 320 | 191 | 0.8% | |
| 73H | 109 | 0.5% | |
| 73E | 97 | 0.4% | |
| 33L | 91 | 0.4% | |
| 333 | 77 | 0.3% | |
| Other values (17) | 495 | 2.1% |
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | < 0.1% |
pref_aircraft_y2_5
Categorical
| Distinct | 28 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| 773 | 1430 |
| 33H | 221 |
| 33E | 148 |
| 320 | 147 |
| Other values (23) | 635 |
| Value | Count | Frequency (%) | |
| 0 | 20851 | 89.0% | |
| 773 | 1430 | 6.1% | |
| 33H | 221 | 0.9% | |
| 33E | 148 | 0.6% | |
| 320 | 147 | 0.6% | |
| 325 | 106 | 0.5% | |
| 73H | 75 | 0.3% | |
| 33L | 59 | 0.3% | |
| 321 | 51 | 0.2% | |
| 73E | 51 | 0.2% | |
| Other values (18) | 293 | 1.3% |
Unique
| Unique | 4 ? |
|---|---|
| Unique (%) | < 0.1% |
pref_aircraft_y3_1
Categorical
| Distinct | 26 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| 773 | |
| 33H | 1010 |
| 320 | 267 |
| 33E | 201 |
| Other values (21) | 878 |
| Value | Count | Frequency (%) | |
| 0 | 14176 | 60.5% | |
| 773 | 6900 | 29.4% | |
| 33H | 1010 | 4.3% | |
| 320 | 267 | 1.1% | |
| 33E | 201 | 0.9% | |
| 73H | 192 | 0.8% | |
| 325 | 154 | 0.7% | |
| 359 | 91 | 0.4% | |
| 33L | 86 | 0.4% | |
| 73E | 64 | 0.3% | |
| Other values (16) | 291 | 1.2% |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
pref_aircraft_y3_2
Categorical
| Distinct | 29 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| 773 | |
| 73H | 1193 |
| 325 | 957 |
| 33H | 800 |
| Other values (24) |
| Value | Count | Frequency (%) | |
| 0 | 14176 | 60.5% | |
| 773 | 2303 | 9.8% | |
| 73H | 1193 | 5.1% | |
| 325 | 957 | 4.1% | |
| 33H | 800 | 3.4% | |
| 320 | 704 | 3.0% | |
| 33E | 640 | 2.7% | |
| 33L | 612 | 2.6% | |
| 73E | 315 | 1.3% | |
| 738 | 236 | 1.0% | |
| Other values (19) | 1496 | 6.4% |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
pref_aircraft_y3_3
Categorical
| Distinct | 30 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| 773 | |
| 320 | 614 |
| 33E | 553 |
| 33H | 540 |
| Other values (25) |
| Value | Count | Frequency (%) | |
| 0 | 17013 | 72.6% | |
| 773 | 1806 | 7.7% | |
| 320 | 614 | 2.6% | |
| 33E | 553 | 2.4% | |
| 33H | 540 | 2.3% | |
| 325 | 490 | 2.1% | |
| 73H | 326 | 1.4% | |
| 73E | 276 | 1.2% | |
| 323 | 261 | 1.1% | |
| 33L | 254 | 1.1% | |
| Other values (20) | 1299 | 5.5% |
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | < 0.1% |
pref_aircraft_y3_4
Categorical
| Distinct | 28 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| 773 | 1688 |
| 33E | 305 |
| 33H | 286 |
| 325 | 278 |
| Other values (23) | 1420 |
| Value | Count | Frequency (%) | |
| 0 | 19455 | 83.0% | |
| 773 | 1688 | 7.2% | |
| 33E | 305 | 1.3% | |
| 33H | 286 | 1.2% | |
| 325 | 278 | 1.2% | |
| 320 | 253 | 1.1% | |
| 73E | 149 | 0.6% | |
| 73H | 143 | 0.6% | |
| 33L | 127 | 0.5% | |
| 323 | 100 | 0.4% | |
| Other values (18) | 648 | 2.8% |
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | < 0.1% |
pref_aircraft_y3_5
Categorical
| Distinct | 27 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| 773 | 1659 |
| 33H | 224 |
| 320 | 201 |
| 33E | 173 |
| Other values (22) | 863 |
| Value | Count | Frequency (%) | |
| 0 | 20312 | 86.7% | |
| 773 | 1659 | 7.1% | |
| 33H | 224 | 1.0% | |
| 320 | 201 | 0.9% | |
| 33E | 173 | 0.7% | |
| 325 | 133 | 0.6% | |
| 73H | 102 | 0.4% | |
| 33L | 84 | 0.4% | |
| 738 | 60 | 0.3% | |
| 323 | 59 | 0.3% | |
| Other values (17) | 425 | 1.8% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
prebuy_i_cnt_m3_d3
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| 1 | 37 |
| 2 | 13 |
| 5 | 1 |
| Value | Count | Frequency (%) | |
| 0 | 23381 | 99.8% | |
| 1 | 37 | 0.2% | |
| 2 | 13 | 0.1% | |
| 5 | 1 | < 0.1% |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
prebuy_i_cnt_m3_d7
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| 1 | 61 |
| 2 | 6 |
| 4 | 1 |
| Value | Count | Frequency (%) | |
| 0 | 23364 | 99.7% | |
| 1 | 61 | 0.3% | |
| 2 | 6 | < 0.1% | |
| 4 | 1 | < 0.1% |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
prebuy_i_cnt_m3_d30
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| 1 | 132 |
| 2 | 25 |
| 3 | 6 |
| Value | Count | Frequency (%) | |
| 0 | 23269 | 99.3% | |
| 1 | 132 | 0.6% | |
| 2 | 25 | 0.1% | |
| 3 | 6 | < 0.1% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
| Distinct | 63 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| PVG | 354 |
| SYD | 117 |
| SHA | 72 |
| JFK | 51 |
| Other values (58) | 180 |
| Value | Count | Frequency (%) | |
| 0 | 22658 | 96.7% | |
| PVG | 354 | 1.5% | |
| SYD | 117 | 0.5% | |
| SHA | 72 | 0.3% | |
| JFK | 51 | 0.2% | |
| LAX | 24 | 0.1% | |
| PEK | 16 | 0.1% | |
| TSA | 11 | < 0.1% | |
| TAO | 10 | < 0.1% | |
| XIY | 10 | < 0.1% | |
| Other values (53) | 109 | 0.5% |
Unique
| Unique | 29 ? |
|---|---|
| Unique (%) | 0.1% |
| Distinct | 84 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| PVG | 190 |
| SYD | 130 |
| JFK | 101 |
| LAX | 58 |
| Other values (79) | 295 |
| Value | Count | Frequency (%) | |
| 0 | 22658 | 96.7% | |
| PVG | 190 | 0.8% | |
| SYD | 130 | 0.6% | |
| JFK | 101 | 0.4% | |
| LAX | 58 | 0.2% | |
| SHA | 39 | 0.2% | |
| PEK | 27 | 0.1% | |
| ICN | 17 | 0.1% | |
| CKG | 11 | < 0.1% | |
| BKK | 10 | < 0.1% | |
| Other values (74) | 191 | 0.8% |
Unique
| Unique | 28 ? |
|---|---|
| Unique (%) | 0.1% |
| Distinct | 68 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| PVG | 141 |
| SYD | 79 |
| JFK | 60 |
| KIX | 34 |
| Other values (63) | 225 |
| Value | Count | Frequency (%) | |
| 0 | 22893 | 97.7% | |
| PVG | 141 | 0.6% | |
| SYD | 79 | 0.3% | |
| JFK | 60 | 0.3% | |
| KIX | 34 | 0.1% | |
| LAX | 32 | 0.1% | |
| SHA | 21 | 0.1% | |
| PEK | 17 | 0.1% | |
| ICN | 8 | < 0.1% | |
| HKG | 7 | < 0.1% | |
| Other values (58) | 140 | 0.6% |
Unique
| Unique | 23 ? |
|---|---|
| Unique (%) | 0.1% |
| Distinct | 56 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| PVG | 124 |
| SYD | 75 |
| JFK | 54 |
| LAX | 30 |
| Other values (51) | 151 |
| Value | Count | Frequency (%) | |
| 0 | 22998 | 98.1% | |
| PVG | 124 | 0.5% | |
| SYD | 75 | 0.3% | |
| JFK | 54 | 0.2% | |
| LAX | 30 | 0.1% | |
| CDG | 29 | 0.1% | |
| SHA | 15 | 0.1% | |
| PEK | 12 | 0.1% | |
| SZX | 6 | < 0.1% | |
| KIX | 5 | < 0.1% | |
| Other values (46) | 84 | 0.4% |
Unique
| Unique | 24 ? |
|---|---|
| Unique (%) | 0.1% |
| Distinct | 51 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| PVG | 123 |
| SYD | 75 |
| JFK | 50 |
| LAX | 25 |
| Other values (46) | 102 |
| Value | Count | Frequency (%) | |
| 0 | 23057 | 98.4% | |
| PVG | 123 | 0.5% | |
| SYD | 75 | 0.3% | |
| JFK | 50 | 0.2% | |
| LAX | 25 | 0.1% | |
| SHA | 15 | 0.1% | |
| PEK | 12 | 0.1% | |
| KWE | 5 | < 0.1% | |
| CAN | 5 | < 0.1% | |
| KHN | 4 | < 0.1% | |
| Other values (41) | 61 | 0.3% |
Unique
| Unique | 28 ? |
|---|---|
| Unique (%) | 0.1% |
| Distinct | 73 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| PVG | 574 |
| SYD | 205 |
| SHA | 99 |
| JFK | 96 |
| Other values (68) | 294 |
| Value | Count | Frequency (%) | |
| 0 | 22164 | 94.6% | |
| PVG | 574 | 2.4% | |
| SYD | 205 | 0.9% | |
| SHA | 99 | 0.4% | |
| JFK | 96 | 0.4% | |
| LAX | 29 | 0.1% | |
| PEK | 24 | 0.1% | |
| TSA | 17 | 0.1% | |
| WUH | 16 | 0.1% | |
| SZX | 15 | 0.1% | |
| Other values (63) | 193 | 0.8% |
Unique
| Unique | 30 ? |
|---|---|
| Unique (%) | 0.1% |
| Distinct | 100 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| PVG | 332 |
| JFK | 187 |
| SYD | 182 |
| LAX | 98 |
| Other values (95) | 469 |
| Value | Count | Frequency (%) | |
| 0 | 22164 | 94.6% | |
| PVG | 332 | 1.4% | |
| JFK | 187 | 0.8% | |
| SYD | 182 | 0.8% | |
| LAX | 98 | 0.4% | |
| SHA | 63 | 0.3% | |
| PEK | 52 | 0.2% | |
| ICN | 24 | 0.1% | |
| KMG | 21 | 0.1% | |
| BKK | 15 | 0.1% | |
| Other values (90) | 294 | 1.3% |
Unique
| Unique | 31 ? |
|---|---|
| Unique (%) | 0.1% |
| Distinct | 89 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| PVG | 191 |
| JFK | 123 |
| SYD | 106 |
| LAX | 53 |
| Other values (84) | 383 |
| Value | Count | Frequency (%) | |
| 0 | 22576 | 96.3% | |
| PVG | 191 | 0.8% | |
| JFK | 123 | 0.5% | |
| SYD | 106 | 0.5% | |
| LAX | 53 | 0.2% | |
| KIX | 35 | 0.1% | |
| SHA | 34 | 0.1% | |
| PEK | 34 | 0.1% | |
| KMG | 13 | 0.1% | |
| XIY | 12 | 0.1% | |
| Other values (79) | 255 | 1.1% |
Unique
| Unique | 27 ? |
|---|---|
| Unique (%) | 0.1% |
| Distinct | 80 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| PVG | 164 |
| JFK | 106 |
| SYD | 100 |
| LAX | 32 |
| Other values (75) | 259 |
| Value | Count | Frequency (%) | |
| 0 | 22771 | 97.2% | |
| PVG | 164 | 0.7% | |
| JFK | 106 | 0.5% | |
| SYD | 100 | 0.4% | |
| LAX | 32 | 0.1% | |
| CNX | 29 | 0.1% | |
| PEK | 21 | 0.1% | |
| SHA | 21 | 0.1% | |
| KMG | 13 | 0.1% | |
| ICN | 11 | < 0.1% | |
| Other values (70) | 164 | 0.7% |
Unique
| Unique | 32 ? |
|---|---|
| Unique (%) | 0.1% |
| Distinct | 67 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| PVG | 159 |
| SYD | 97 |
| JFK | 93 |
| LAX | 30 |
| Other values (62) | 203 |
| Value | Count | Frequency (%) | |
| 0 | 22850 | 97.5% | |
| PVG | 159 | 0.7% | |
| SYD | 97 | 0.4% | |
| JFK | 93 | 0.4% | |
| LAX | 30 | 0.1% | |
| CDG | 29 | 0.1% | |
| PEK | 21 | 0.1% | |
| SHA | 15 | 0.1% | |
| WUH | 8 | < 0.1% | |
| KMG | 7 | < 0.1% | |
| Other values (57) | 123 | 0.5% |
Unique
| Unique | 29 ? |
|---|---|
| Unique (%) | 0.1% |
| Distinct | 80 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| PVG | 1444 |
| SYD | 428 |
| SHA | 130 |
| JFK | 101 |
| Other values (75) | 459 |
| Value | Count | Frequency (%) | |
| 0 | 20870 | 89.1% | |
| PVG | 1444 | 6.2% | |
| SYD | 428 | 1.8% | |
| SHA | 130 | 0.6% | |
| JFK | 101 | 0.4% | |
| PEK | 37 | 0.2% | |
| LAX | 33 | 0.1% | |
| TSA | 27 | 0.1% | |
| TAO | 27 | 0.1% | |
| XIY | 23 | 0.1% | |
| Other values (70) | 312 | 1.3% |
Unique
| Unique | 23 ? |
|---|---|
| Unique (%) | 0.1% |
| Distinct | 116 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| PVG | 648 |
| JFK | 412 |
| SYD | 309 |
| LAX | 239 |
| Other values (111) | 954 |
| Value | Count | Frequency (%) | |
| 0 | 20870 | 89.1% | |
| PVG | 648 | 2.8% | |
| JFK | 412 | 1.8% | |
| SYD | 309 | 1.3% | |
| LAX | 239 | 1.0% | |
| SHA | 102 | 0.4% | |
| ICN | 65 | 0.3% | |
| PEK | 59 | 0.3% | |
| MNL | 37 | 0.2% | |
| KMG | 31 | 0.1% | |
| Other values (106) | 660 | 2.8% |
Unique
| Unique | 24 ? |
|---|---|
| Unique (%) | 0.1% |
| Distinct | 118 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| PVG | 283 |
| JFK | 224 |
| SYD | 161 |
| LAX | 140 |
| Other values (113) | 816 |
| Value | Count | Frequency (%) | |
| 0 | 21808 | 93.1% | |
| PVG | 283 | 1.2% | |
| JFK | 224 | 1.0% | |
| SYD | 161 | 0.7% | |
| LAX | 140 | 0.6% | |
| PEK | 74 | 0.3% | |
| SHA | 74 | 0.3% | |
| CDG | 52 | 0.2% | |
| BKK | 36 | 0.2% | |
| HKG | 27 | 0.1% | |
| Other values (108) | 553 | 2.4% |
Unique
| Unique | 33 ? |
|---|---|
| Unique (%) | 0.1% |
| Distinct | 94 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| PVG | 221 |
| SYD | 120 |
| JFK | 100 |
| LAX | 60 |
| Other values (89) | 507 |
| Value | Count | Frequency (%) | |
| 0 | 22424 | 95.7% | |
| PVG | 221 | 0.9% | |
| SYD | 120 | 0.5% | |
| JFK | 100 | 0.4% | |
| LAX | 60 | 0.3% | |
| SHA | 45 | 0.2% | |
| PEK | 31 | 0.1% | |
| MLE | 29 | 0.1% | |
| HKG | 22 | 0.1% | |
| ICN | 22 | 0.1% | |
| Other values (84) | 358 | 1.5% |
Unique
| Unique | 26 ? |
|---|---|
| Unique (%) | 0.1% |
| Distinct | 87 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| PVG | 204 |
| SYD | 117 |
| JFK | 86 |
| KIX | 35 |
| Other values (82) | 397 |
| Value | Count | Frequency (%) | |
| 0 | 22593 | 96.4% | |
| PVG | 204 | 0.9% | |
| SYD | 117 | 0.5% | |
| JFK | 86 | 0.4% | |
| KIX | 35 | 0.1% | |
| LAX | 31 | 0.1% | |
| PEK | 30 | 0.1% | |
| SHA | 22 | 0.1% | |
| KMG | 16 | 0.1% | |
| SZX | 14 | 0.1% | |
| Other values (77) | 284 | 1.2% |
Unique
| Unique | 26 ? |
|---|---|
| Unique (%) | 0.1% |
| Distinct | 79 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| PVG | |
| SYD | 849 |
| SHA | 195 |
| JFK | 162 |
| Other values (74) | 566 |
| Value | Count | Frequency (%) | |
| 0 | 17007 | 72.6% | |
| PVG | 4653 | 19.9% | |
| SYD | 849 | 3.6% | |
| SHA | 195 | 0.8% | |
| JFK | 162 | 0.7% | |
| LAX | 69 | 0.3% | |
| XIY | 41 | 0.2% | |
| WUH | 39 | 0.2% | |
| TSA | 34 | 0.1% | |
| TAO | 30 | 0.1% | |
| Other values (69) | 353 | 1.5% |
Unique
| Unique | 22 ? |
|---|---|
| Unique (%) | 0.1% |
| Distinct | 131 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| JFK | 1451 |
| PVG | 1243 |
| LAX | 1163 |
| SYD | 775 |
| Other values (126) |
| Value | Count | Frequency (%) | |
| 0 | 17007 | 72.6% | |
| JFK | 1451 | 6.2% | |
| PVG | 1243 | 5.3% | |
| LAX | 1163 | 5.0% | |
| SYD | 775 | 3.3% | |
| SHA | 174 | 0.7% | |
| SIN | 100 | 0.4% | |
| MNL | 93 | 0.4% | |
| PEK | 91 | 0.4% | |
| PUS | 61 | 0.3% | |
| Other values (121) | 1274 | 5.4% |
Unique
| Unique | 31 ? |
|---|---|
| Unique (%) | 0.1% |
| Distinct | 134 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| JFK | 650 |
| LAX | 540 |
| ICN | 336 |
| PVG | 327 |
| Other values (129) |
| Value | Count | Frequency (%) | |
| 0 | 19138 | 81.7% | |
| JFK | 650 | 2.8% | |
| LAX | 540 | 2.3% | |
| ICN | 336 | 1.4% | |
| PVG | 327 | 1.4% | |
| BKK | 305 | 1.3% | |
| SYD | 208 | 0.9% | |
| SHA | 163 | 0.7% | |
| PEK | 122 | 0.5% | |
| HKG | 91 | 0.4% | |
| Other values (124) | 1552 | 6.6% |
Unique
| Unique | 20 ? |
|---|---|
| Unique (%) | 0.1% |
| Distinct | 120 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| PVG | 192 |
| JFK | 188 |
| LAX | 126 |
| SHA | 114 |
| Other values (115) | 946 |
| Value | Count | Frequency (%) | |
| 0 | 21866 | 93.3% | |
| PVG | 192 | 0.8% | |
| JFK | 188 | 0.8% | |
| LAX | 126 | 0.5% | |
| SHA | 114 | 0.5% | |
| SYD | 100 | 0.4% | |
| PEK | 75 | 0.3% | |
| ICN | 46 | 0.2% | |
| HKG | 41 | 0.2% | |
| KMG | 36 | 0.2% | |
| Other values (110) | 648 | 2.8% |
Unique
| Unique | 27 ? |
|---|---|
| Unique (%) | 0.1% |
| Distinct | 102 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| PVG | 163 |
| JFK | 117 |
| SYD | 78 |
| LAX | 66 |
| Other values (97) | 585 |
| Value | Count | Frequency (%) | |
| 0 | 22423 | 95.7% | |
| PVG | 163 | 0.7% | |
| JFK | 117 | 0.5% | |
| SYD | 78 | 0.3% | |
| LAX | 66 | 0.3% | |
| PEK | 46 | 0.2% | |
| SIN | 41 | 0.2% | |
| SHA | 38 | 0.2% | |
| HKG | 29 | 0.1% | |
| KMG | 23 | 0.1% | |
| Other values (92) | 408 | 1.7% |
Unique
| Unique | 27 ? |
|---|---|
| Unique (%) | 0.1% |
| Distinct | 73 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| PVG | |
| SYD | 883 |
| SHA | 211 |
| JFK | 191 |
| Other values (68) | 554 |
| Value | Count | Frequency (%) | |
| 0 | 15619 | 66.7% | |
| PVG | 5974 | 25.5% | |
| SYD | 883 | 3.8% | |
| SHA | 211 | 0.9% | |
| JFK | 191 | 0.8% | |
| LAX | 72 | 0.3% | |
| WUH | 38 | 0.2% | |
| XIY | 35 | 0.1% | |
| TSA | 35 | 0.1% | |
| TPE | 32 | 0.1% | |
| Other values (63) | 342 | 1.5% |
Unique
| Unique | 21 ? |
|---|---|
| Unique (%) | 0.1% |
| Distinct | 130 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| JFK | |
| LAX | 1545 |
| PVG | 1325 |
| SYD | 822 |
| Other values (125) |
| Value | Count | Frequency (%) | |
| 0 | 15619 | 66.7% | |
| JFK | 1771 | 7.6% | |
| LAX | 1545 | 6.6% | |
| PVG | 1325 | 5.7% | |
| SYD | 822 | 3.5% | |
| SHA | 191 | 0.8% | |
| SIN | 158 | 0.7% | |
| MNL | 150 | 0.6% | |
| PEK | 120 | 0.5% | |
| BKK | 91 | 0.4% | |
| Other values (120) | 1640 | 7.0% |
Unique
| Unique | 24 ? |
|---|---|
| Unique (%) | 0.1% |
| Distinct | 141 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| JFK | 810 |
| LAX | 756 |
| BKK | 422 |
| ICN | 396 |
| Other values (136) |
| Value | Count | Frequency (%) | |
| 0 | 18050 | 77.0% | |
| JFK | 810 | 3.5% | |
| LAX | 756 | 3.2% | |
| BKK | 422 | 1.8% | |
| ICN | 396 | 1.7% | |
| PVG | 309 | 1.3% | |
| SHA | 231 | 1.0% | |
| SYD | 204 | 0.9% | |
| PEK | 135 | 0.6% | |
| HKG | 120 | 0.5% | |
| Other values (131) | 1999 | 8.5% |
Unique
| Unique | 22 ? |
|---|---|
| Unique (%) | 0.1% |
| Distinct | 132 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| JFK | 245 |
| LAX | 164 |
| PVG | 145 |
| SHA | 140 |
| Other values (127) | 1211 |
| Value | Count | Frequency (%) | |
| 0 | 21527 | 91.9% | |
| JFK | 245 | 1.0% | |
| LAX | 164 | 0.7% | |
| PVG | 145 | 0.6% | |
| SHA | 140 | 0.6% | |
| PEK | 110 | 0.5% | |
| SYD | 78 | 0.3% | |
| HKG | 63 | 0.3% | |
| KMG | 58 | 0.2% | |
| ICN | 53 | 0.2% | |
| Other values (122) | 849 | 3.6% |
Unique
| Unique | 24 ? |
|---|---|
| Unique (%) | 0.1% |
| Distinct | 108 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| JFK | 130 |
| PVG | 115 |
| LAX | 72 |
| PEK | 59 |
| Other values (103) | 733 |
| Value | Count | Frequency (%) | |
| 0 | 22323 | 95.3% | |
| JFK | 130 | 0.6% | |
| PVG | 115 | 0.5% | |
| LAX | 72 | 0.3% | |
| PEK | 59 | 0.3% | |
| SYD | 56 | 0.2% | |
| SHA | 56 | 0.2% | |
| HKG | 39 | 0.2% | |
| KMG | 36 | 0.2% | |
| YVR | 30 | 0.1% | |
| Other values (98) | 516 | 2.2% |
Unique
| Unique | 24 ? |
|---|---|
| Unique (%) | 0.1% |
| Distinct | 176 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| SYD-PVG | 158 |
| PVG-SYD | 70 |
| JFK-PVG | 62 |
| PVG-JFK | 55 |
| Other values (171) | 429 |
| Value | Count | Frequency (%) | |
| 0 | 22658 | 96.7% | |
| SYD-PVG | 158 | 0.7% | |
| PVG-SYD | 70 | 0.3% | |
| JFK-PVG | 62 | 0.3% | |
| PVG-JFK | 55 | 0.2% | |
| PVG-LAX | 34 | 0.1% | |
| LAX-PVG | 34 | 0.1% | |
| SHA-PEK | 17 | 0.1% | |
| PVG-BKK | 16 | 0.1% | |
| PVG-ICN | 14 | 0.1% | |
| Other values (166) | 314 | 1.3% |
Unique
| Unique | 93 ? |
|---|---|
| Unique (%) | 0.4% |
| Distinct | 195 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| PVG-JFK | 90 |
| PVG-SYD | 90 |
| SYD-PVG | 63 |
| PVG-LAX | 49 |
| Other values (190) | 482 |
| Value | Count | Frequency (%) | |
| 0 | 22658 | 96.7% | |
| PVG-JFK | 90 | 0.4% | |
| PVG-SYD | 90 | 0.4% | |
| SYD-PVG | 63 | 0.3% | |
| PVG-LAX | 49 | 0.2% | |
| JFK-PVG | 36 | 0.2% | |
| KIX-PVG | 35 | 0.1% | |
| LAX-PVG | 29 | 0.1% | |
| PEK-SHA | 16 | 0.1% | |
| SHA-PEK | 14 | 0.1% | |
| Other values (185) | 352 | 1.5% |
Unique
| Unique | 109 ? |
|---|---|
| Unique (%) | 0.5% |
| Distinct | 155 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| PVG-SYD | 79 |
| SYD-PVG | 62 |
| PVG-JFK | 57 |
| CDG-PVG | 30 |
| Other values (150) | 332 |
| Value | Count | Frequency (%) | |
| 0 | 22872 | 97.6% | |
| PVG-SYD | 79 | 0.3% | |
| SYD-PVG | 62 | 0.3% | |
| PVG-JFK | 57 | 0.2% | |
| CDG-PVG | 30 | 0.1% | |
| PVG-LAX | 29 | 0.1% | |
| JFK-PVG | 28 | 0.1% | |
| LAX-PVG | 12 | 0.1% | |
| SHA-PEK | 10 | < 0.1% | |
| PVG-CKG | 10 | < 0.1% | |
| Other values (145) | 243 | 1.0% |
Unique
| Unique | 92 ? |
|---|---|
| Unique (%) | 0.4% |
| Distinct | 140 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| PVG-SYD | 68 |
| SYD-PVG | 62 |
| PVG-JFK | 61 |
| PVG-KIX | 31 |
| Other values (135) | 269 |
| Value | Count | Frequency (%) | |
| 0 | 22941 | 97.9% | |
| PVG-SYD | 68 | 0.3% | |
| SYD-PVG | 62 | 0.3% | |
| PVG-JFK | 61 | 0.3% | |
| PVG-KIX | 31 | 0.1% | |
| PVG-LAX | 25 | 0.1% | |
| JFK-PVG | 23 | 0.1% | |
| PEK-SHA | 11 | < 0.1% | |
| SHA-PEK | 10 | < 0.1% | |
| LAX-PVG | 10 | < 0.1% | |
| Other values (130) | 190 | 0.8% |
Unique
| Unique | 94 ? |
|---|---|
| Unique (%) | 0.4% |
| Distinct | 108 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| PVG-SYD | 92 |
| SYD-PVG | 62 |
| PVG-JFK | 52 |
| JFK-PVG | 23 |
| Other values (103) | 193 |
| Value | Count | Frequency (%) | |
| 0 | 23010 | 98.2% | |
| PVG-SYD | 92 | 0.4% | |
| SYD-PVG | 62 | 0.3% | |
| PVG-JFK | 52 | 0.2% | |
| JFK-PVG | 23 | 0.1% | |
| PVG-LAX | 23 | 0.1% | |
| LAX-PVG | 13 | 0.1% | |
| SHA-PEK | 8 | < 0.1% | |
| PEK-SHA | 8 | < 0.1% | |
| KMG-SYD | 5 | < 0.1% | |
| Other values (98) | 136 | 0.6% |
Unique
| Unique | 73 ? |
|---|---|
| Unique (%) | 0.3% |
| Distinct | 219 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| SYD-PVG | 229 |
| JFK-PVG | 135 |
| PVG-JFK | 111 |
| PVG-SYD | 107 |
| Other values (214) | 686 |
| Value | Count | Frequency (%) | |
| 0 | 22164 | 94.6% | |
| SYD-PVG | 229 | 1.0% | |
| JFK-PVG | 135 | 0.6% | |
| PVG-JFK | 111 | 0.5% | |
| PVG-SYD | 107 | 0.5% | |
| LAX-PVG | 72 | 0.3% | |
| PVG-LAX | 51 | 0.2% | |
| SHA-PEK | 24 | 0.1% | |
| PVG-BKK | 22 | 0.1% | |
| PVG-ICN | 20 | 0.1% | |
| Other values (209) | 497 | 2.1% |
Unique
| Unique | 105 ? |
|---|---|
| Unique (%) | 0.4% |
| Distinct | 269 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| PVG-SYD | 181 |
| PVG-JFK | 162 |
| PVG-LAX | 90 |
| JFK-PVG | 88 |
| Other values (264) | 747 |
| Value | Count | Frequency (%) | |
| 0 | 22164 | 94.6% | |
| PVG-SYD | 181 | 0.8% | |
| PVG-JFK | 162 | 0.7% | |
| PVG-LAX | 90 | 0.4% | |
| JFK-PVG | 88 | 0.4% | |
| SYD-PVG | 76 | 0.3% | |
| LAX-PVG | 33 | 0.1% | |
| BKK-PVG | 20 | 0.1% | |
| PVG-ICN | 19 | 0.1% | |
| SHA-PEK | 19 | 0.1% | |
| Other values (259) | 580 | 2.5% |
Unique
| Unique | 132 ? |
|---|---|
| Unique (%) | 0.6% |
| Distinct | 224 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| PVG-JFK | 115 |
| PVG-SYD | 114 |
| SYD-PVG | 67 |
| JFK-PVG | 53 |
| Other values (219) | 537 |
| Value | Count | Frequency (%) | |
| 0 | 22546 | 96.2% | |
| PVG-JFK | 115 | 0.5% | |
| PVG-SYD | 114 | 0.5% | |
| SYD-PVG | 67 | 0.3% | |
| JFK-PVG | 53 | 0.2% | |
| PVG-LAX | 38 | 0.2% | |
| CNX-PVG | 30 | 0.1% | |
| LAX-PVG | 18 | 0.1% | |
| SHA-PEK | 10 | < 0.1% | |
| XIY-PVG | 10 | < 0.1% | |
| Other values (214) | 431 | 1.8% |
Unique
| Unique | 115 ? |
|---|---|
| Unique (%) | 0.5% |
| Distinct | 198 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| PVG-JFK | 115 |
| PVG-SYD | 99 |
| SYD-PVG | 67 |
| JFK-PVG | 42 |
| Other values (193) | 448 |
| Value | Count | Frequency (%) | |
| 0 | 22661 | 96.7% | |
| PVG-JFK | 115 | 0.5% | |
| PVG-SYD | 99 | 0.4% | |
| SYD-PVG | 67 | 0.3% | |
| JFK-PVG | 42 | 0.2% | |
| KIX-PVG | 39 | 0.2% | |
| PVG-LAX | 30 | 0.1% | |
| PEK-SHA | 12 | 0.1% | |
| ICN-PVG | 11 | < 0.1% | |
| SHA-PEK | 10 | < 0.1% | |
| Other values (188) | 346 | 1.5% |
Unique
| Unique | 105 ? |
|---|---|
| Unique (%) | 0.4% |
| Distinct | 161 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| PVG-JFK | 97 |
| PVG-SYD | 85 |
| SYD-PVG | 67 |
| JFK-PVG | 42 |
| Other values (156) | 338 |
| Value | Count | Frequency (%) | |
| 0 | 22803 | 97.3% | |
| PVG-JFK | 97 | 0.4% | |
| PVG-SYD | 85 | 0.4% | |
| SYD-PVG | 67 | 0.3% | |
| JFK-PVG | 42 | 0.2% | |
| CDG-PVG | 30 | 0.1% | |
| PVG-LAX | 25 | 0.1% | |
| ICN-PVG | 11 | < 0.1% | |
| SHA-PEK | 9 | < 0.1% | |
| PVG-TSA | 8 | < 0.1% | |
| Other values (151) | 255 | 1.1% |
Unique
| Unique | 91 ? |
|---|---|
| Unique (%) | 0.4% |
| Distinct | 282 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| SYD-PVG | 477 |
| JFK-PVG | 425 |
| LAX-PVG | 245 |
| PVG-SYD | 187 |
| Other values (277) | 1228 |
| Value | Count | Frequency (%) | |
| 0 | 20870 | 89.1% | |
| SYD-PVG | 477 | 2.0% | |
| JFK-PVG | 425 | 1.8% | |
| LAX-PVG | 245 | 1.0% | |
| PVG-SYD | 187 | 0.8% | |
| PVG-JFK | 143 | 0.6% | |
| PVG-LAX | 76 | 0.3% | |
| PVG-BKK | 53 | 0.2% | |
| PVG-ICN | 51 | 0.2% | |
| SIN-PVG | 37 | 0.2% | |
| Other values (272) | 868 | 3.7% |
Unique
| Unique | 132 ? |
|---|---|
| Unique (%) | 0.6% |
| Distinct | 334 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| PVG-SYD | 356 |
| PVG-JFK | 334 |
| PVG-LAX | 218 |
| JFK-PVG | 206 |
| Other values (329) | 1448 |
| Value | Count | Frequency (%) | |
| 0 | 20870 | 89.1% | |
| PVG-SYD | 356 | 1.5% | |
| PVG-JFK | 334 | 1.4% | |
| PVG-LAX | 218 | 0.9% | |
| JFK-PVG | 206 | 0.9% | |
| LAX-PVG | 142 | 0.6% | |
| SYD-PVG | 125 | 0.5% | |
| PVG-ICN | 38 | 0.2% | |
| PVG-HKG | 31 | 0.1% | |
| PEK-SHA | 28 | 0.1% | |
| Other values (324) | 1084 | 4.6% |
Unique
| Unique | 129 ? |
|---|---|
| Unique (%) | 0.6% |
| Distinct | 306 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| PVG-SYD | 179 |
| PVG-JFK | 176 |
| PVG-LAX | 129 |
| JFK-PVG | 108 |
| Other values (301) | 1089 |
| Value | Count | Frequency (%) | |
| 0 | 21751 | 92.8% | |
| PVG-SYD | 179 | 0.8% | |
| PVG-JFK | 176 | 0.8% | |
| PVG-LAX | 129 | 0.6% | |
| JFK-PVG | 108 | 0.5% | |
| SYD-PVG | 79 | 0.3% | |
| LAX-PVG | 38 | 0.2% | |
| CDG-PVG | 30 | 0.1% | |
| PVG-TSN | 21 | 0.1% | |
| WNZ-PVG | 19 | 0.1% | |
| Other values (296) | 902 | 3.8% |
Unique
| Unique | 133 ? |
|---|---|
| Unique (%) | 0.6% |
| Distinct | 288 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| PVG-JFK | 164 |
| PVG-SYD | 157 |
| JFK-PVG | 89 |
| SYD-PVG | 75 |
| Other values (283) | 986 |
| Value | Count | Frequency (%) | |
| 0 | 21961 | 93.7% | |
| PVG-JFK | 164 | 0.7% | |
| PVG-SYD | 157 | 0.7% | |
| JFK-PVG | 89 | 0.4% | |
| SYD-PVG | 75 | 0.3% | |
| PVG-CDG | 43 | 0.2% | |
| PVG-LAX | 36 | 0.2% | |
| LAX-PVG | 30 | 0.1% | |
| BKK-PVG | 30 | 0.1% | |
| ICN-PVG | 28 | 0.1% | |
| Other values (278) | 819 | 3.5% |
Unique
| Unique | 131 ? |
|---|---|
| Unique (%) | 0.6% |
| Distinct | 242 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| PVG-SYD | 119 |
| PVG-JFK | 92 |
| JFK-PVG | 72 |
| SYD-PVG | 70 |
| Other values (237) | 609 |
| Value | Count | Frequency (%) | |
| 0 | 22470 | 95.9% | |
| PVG-SYD | 119 | 0.5% | |
| PVG-JFK | 92 | 0.4% | |
| JFK-PVG | 72 | 0.3% | |
| SYD-PVG | 70 | 0.3% | |
| PVG-LAX | 35 | 0.1% | |
| CNX-PVG | 30 | 0.1% | |
| LAX-PVG | 19 | 0.1% | |
| SHA-PEK | 14 | 0.1% | |
| PVG-CDG | 12 | 0.1% | |
| Other values (232) | 499 | 2.1% |
Unique
| Unique | 126 ? |
|---|---|
| Unique (%) | 0.5% |
| Distinct | 322 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| JFK-PVG | 1214 |
| SYD-PVG | 1182 |
| LAX-PVG | 764 |
| PVG-BKK | 318 |
| Other values (317) |
| Value | Count | Frequency (%) | |
| 0 | 17007 | 72.6% | |
| JFK-PVG | 1214 | 5.2% | |
| SYD-PVG | 1182 | 5.0% | |
| LAX-PVG | 764 | 3.3% | |
| PVG-BKK | 318 | 1.4% | |
| PVG-JFK | 307 | 1.3% | |
| PVG-LAX | 302 | 1.3% | |
| PVG-SYD | 300 | 1.3% | |
| PVG-ICN | 297 | 1.3% | |
| SIN-PVG | 117 | 0.5% | |
| Other values (312) | 1624 | 6.9% |
Unique
| Unique | 138 ? |
|---|---|
| Unique (%) | 0.6% |
| Distinct | 377 |
|---|---|
| Distinct (%) | 1.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| PVG-JFK | 945 |
| PVG-SYD | 757 |
| PVG-LAX | 744 |
| JFK-PVG | 737 |
| Other values (372) |
| Value | Count | Frequency (%) | |
| 0 | 17007 | 72.6% | |
| PVG-JFK | 945 | 4.0% | |
| PVG-SYD | 757 | 3.2% | |
| PVG-LAX | 744 | 3.2% | |
| JFK-PVG | 737 | 3.1% | |
| LAX-PVG | 708 | 3.0% | |
| SYD-PVG | 223 | 1.0% | |
| PVG-ICN | 100 | 0.4% | |
| BKK-PVG | 96 | 0.4% | |
| ICN-PVG | 53 | 0.2% | |
| Other values (367) | 2062 | 8.8% |
Unique
| Unique | 134 ? |
|---|---|
| Unique (%) | 0.6% |
| Distinct | 411 |
|---|---|
| Distinct (%) | 1.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| PVG-LAX | 695 |
| PVG-JFK | 641 |
| PVG-SYD | 394 |
| LAX-PVG | 138 |
| Other values (406) |
| Value | Count | Frequency (%) | |
| 0 | 19001 | 81.1% | |
| PVG-LAX | 695 | 3.0% | |
| PVG-JFK | 641 | 2.7% | |
| PVG-SYD | 394 | 1.7% | |
| LAX-PVG | 138 | 0.6% | |
| JFK-PVG | 132 | 0.6% | |
| SYD-PVG | 77 | 0.3% | |
| PVG-KUL | 70 | 0.3% | |
| HKG-PVG | 50 | 0.2% | |
| PVG-SHE | 50 | 0.2% | |
| Other values (401) | 2184 | 9.3% |
Unique
| Unique | 150 ? |
|---|---|
| Unique (%) | 0.6% |
| Distinct | 390 |
|---|---|
| Distinct (%) | 1.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| PVG-JFK | 491 |
| ICN-PVG | 340 |
| PVG-SYD | 328 |
| BKK-PVG | 286 |
| Other values (385) |
| Value | Count | Frequency (%) | |
| 0 | 19448 | 83.0% | |
| PVG-JFK | 491 | 2.1% | |
| ICN-PVG | 340 | 1.5% | |
| PVG-SYD | 328 | 1.4% | |
| BKK-PVG | 286 | 1.2% | |
| PVG-LAX | 129 | 0.6% | |
| JFK-PVG | 85 | 0.4% | |
| LAX-PVG | 81 | 0.3% | |
| HKT-PVG | 78 | 0.3% | |
| NRT-PVG | 74 | 0.3% | |
| Other values (380) | 2092 | 8.9% |
Unique
| Unique | 151 ? |
|---|---|
| Unique (%) | 0.6% |
| Distinct | 348 |
|---|---|
| Distinct (%) | 1.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| PVG-JFK | 131 |
| PVG-SYD | 113 |
| PVG-LAX | 83 |
| JFK-PVG | 56 |
| Other values (343) | 1045 |
| Value | Count | Frequency (%) | |
| 0 | 22004 | 93.9% | |
| PVG-JFK | 131 | 0.6% | |
| PVG-SYD | 113 | 0.5% | |
| PVG-LAX | 83 | 0.4% | |
| JFK-PVG | 56 | 0.2% | |
| LAX-PVG | 43 | 0.2% | |
| SYD-PVG | 42 | 0.2% | |
| PVG-CDG | 34 | 0.1% | |
| PVG-HKG | 24 | 0.1% | |
| BKK-PVG | 22 | 0.1% | |
| Other values (338) | 880 | 3.8% |
Unique
| Unique | 164 ? |
|---|---|
| Unique (%) | 0.7% |
| Distinct | 312 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| JFK-PVG | 1539 |
| SYD-PVG | 1231 |
| LAX-PVG | 1078 |
| PVG-BKK | 484 |
| Other values (307) |
| Value | Count | Frequency (%) | |
| 0 | 15619 | 66.7% | |
| JFK-PVG | 1539 | 6.6% | |
| SYD-PVG | 1231 | 5.3% | |
| LAX-PVG | 1078 | 4.6% | |
| PVG-BKK | 484 | 2.1% | |
| PVG-ICN | 378 | 1.6% | |
| PVG-LAX | 341 | 1.5% | |
| PVG-SYD | 338 | 1.4% | |
| PVG-JFK | 329 | 1.4% | |
| SIN-PVG | 179 | 0.8% | |
| Other values (302) | 1916 | 8.2% |
Unique
| Unique | 114 ? |
|---|---|
| Unique (%) | 0.5% |
| Distinct | 379 |
|---|---|
| Distinct (%) | 1.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| PVG-JFK | 1131 |
| PVG-LAX | 1028 |
| LAX-PVG | 1014 |
| JFK-PVG | 929 |
| Other values (374) |
| Value | Count | Frequency (%) | |
| 0 | 15619 | 66.7% | |
| PVG-JFK | 1131 | 4.8% | |
| PVG-LAX | 1028 | 4.4% | |
| LAX-PVG | 1014 | 4.3% | |
| JFK-PVG | 929 | 4.0% | |
| PVG-SYD | 780 | 3.3% | |
| SYD-PVG | 283 | 1.2% | |
| PVG-ICN | 110 | 0.5% | |
| BKK-PVG | 92 | 0.4% | |
| PVG-HKG | 74 | 0.3% | |
| Other values (369) | 2372 | 10.1% |
Unique
| Unique | 145 ? |
|---|---|
| Unique (%) | 0.6% |
| Distinct | 442 |
|---|---|
| Distinct (%) | 1.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| PVG-LAX | 937 |
| PVG-JFK | 805 |
| PVG-SYD | 383 |
| LAX-PVG | 170 |
| Other values (437) |
| Value | Count | Frequency (%) | |
| 0 | 17768 | 75.8% | |
| PVG-LAX | 937 | 4.0% | |
| PVG-JFK | 805 | 3.4% | |
| PVG-SYD | 383 | 1.6% | |
| LAX-PVG | 170 | 0.7% | |
| JFK-PVG | 143 | 0.6% | |
| SYD-PVG | 88 | 0.4% | |
| HKG-PVG | 83 | 0.4% | |
| PVG-KUL | 81 | 0.3% | |
| MNL-PVG | 69 | 0.3% | |
| Other values (432) | 2905 | 12.4% |
Unique
| Unique | 156 ? |
|---|---|
| Unique (%) | 0.7% |
| Distinct | 435 |
|---|---|
| Distinct (%) | 1.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| PVG-JFK | 624 |
| ICN-PVG | 401 |
| BKK-PVG | 395 |
| PVG-SYD | 324 |
| Other values (430) |
| Value | Count | Frequency (%) | |
| 0 | 18457 | 78.8% | |
| PVG-JFK | 624 | 2.7% | |
| ICN-PVG | 401 | 1.7% | |
| BKK-PVG | 395 | 1.7% | |
| PVG-SYD | 324 | 1.4% | |
| PVG-LAX | 191 | 0.8% | |
| PVG-SIN | 116 | 0.5% | |
| HKT-PVG | 97 | 0.4% | |
| JFK-PVG | 92 | 0.4% | |
| LAX-PVG | 91 | 0.4% | |
| Other values (425) | 2644 | 11.3% |
Unique
| Unique | 164 ? |
|---|---|
| Unique (%) | 0.7% |
| Distinct | 394 |
|---|---|
| Distinct (%) | 1.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| PVG-JFK | 154 |
| PVG-LAX | 101 |
| PVG-SYD | 99 |
| LAX-PVG | 79 |
| Other values (389) | 1320 |
| Value | Count | Frequency (%) | |
| 0 | 21679 | 92.5% | |
| PVG-JFK | 154 | 0.7% | |
| PVG-LAX | 101 | 0.4% | |
| PVG-SYD | 99 | 0.4% | |
| LAX-PVG | 79 | 0.3% | |
| JFK-PVG | 37 | 0.2% | |
| SYD-PVG | 33 | 0.1% | |
| BKK-PVG | 26 | 0.1% | |
| PVG-SIN | 23 | 0.1% | |
| HKG-PVG | 22 | 0.1% | |
| Other values (384) | 1179 | 5.0% |
Unique
| Unique | 170 ? |
|---|---|
| Unique (%) | 0.7% |
| Distinct | 61 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| PVG | 451 |
| SYD | 149 |
| SHA | 66 |
| JFK | 49 |
| Other values (56) | 222 |
| Value | Count | Frequency (%) | |
| 0 | 22495 | 96.0% | |
| PVG | 451 | 1.9% | |
| SYD | 149 | 0.6% | |
| SHA | 66 | 0.3% | |
| JFK | 49 | 0.2% | |
| LAX | 27 | 0.1% | |
| TSA | 12 | 0.1% | |
| SZX | 11 | < 0.1% | |
| WUH | 11 | < 0.1% | |
| NKG | 11 | < 0.1% | |
| Other values (51) | 150 | 0.6% |
Unique
| Unique | 18 ? |
|---|---|
| Unique (%) | 0.1% |
| Distinct | 84 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| PVG | 287 |
| JFK | 126 |
| SYD | 121 |
| LAX | 75 |
| Other values (79) | 328 |
| Value | Count | Frequency (%) | |
| 0 | 22495 | 96.0% | |
| PVG | 287 | 1.2% | |
| JFK | 126 | 0.5% | |
| SYD | 121 | 0.5% | |
| LAX | 75 | 0.3% | |
| SHA | 37 | 0.2% | |
| PEK | 16 | 0.1% | |
| SIN | 16 | 0.1% | |
| KMG | 16 | 0.1% | |
| ICN | 14 | 0.1% | |
| Other values (74) | 229 | 1.0% |
Unique
| Unique | 18 ? |
|---|---|
| Unique (%) | 0.1% |
| Distinct | 68 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| PVG | 210 |
| SYD | 84 |
| JFK | 58 |
| LAX | 37 |
| Other values (63) | 239 |
| Value | Count | Frequency (%) | |
| 0 | 22804 | 97.3% | |
| PVG | 210 | 0.9% | |
| SYD | 84 | 0.4% | |
| JFK | 58 | 0.2% | |
| LAX | 37 | 0.2% | |
| SHA | 25 | 0.1% | |
| ICN | 13 | 0.1% | |
| PEK | 13 | 0.1% | |
| CTU | 11 | < 0.1% | |
| KMG | 11 | < 0.1% | |
| Other values (58) | 166 | 0.7% |
Unique
| Unique | 23 ? |
|---|---|
| Unique (%) | 0.1% |
| Distinct | 56 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| PVG | 189 |
| SYD | 78 |
| JFK | 52 |
| LAX | 30 |
| Other values (51) | 156 |
| Value | Count | Frequency (%) | |
| 0 | 22927 | 97.8% | |
| PVG | 189 | 0.8% | |
| SYD | 78 | 0.3% | |
| JFK | 52 | 0.2% | |
| LAX | 30 | 0.1% | |
| SHA | 15 | 0.1% | |
| HKG | 8 | < 0.1% | |
| PEK | 7 | < 0.1% | |
| NKG | 7 | < 0.1% | |
| SZX | 7 | < 0.1% | |
| Other values (46) | 112 | 0.5% |
Unique
| Unique | 16 ? |
|---|---|
| Unique (%) | 0.1% |
pref_city_m3_5
Categorical
| Distinct | 50 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| PVG | 189 |
| SYD | 78 |
| JFK | 47 |
| LAX | 27 |
| Other values (45) | 122 |
| Value | Count | Frequency (%) | |
| 0 | 22969 | 98.0% | |
| PVG | 189 | 0.8% | |
| SYD | 78 | 0.3% | |
| JFK | 47 | 0.2% | |
| LAX | 27 | 0.1% | |
| SHA | 13 | 0.1% | |
| NKG | 8 | < 0.1% | |
| CAN | 6 | < 0.1% | |
| CTU | 5 | < 0.1% | |
| ICN | 4 | < 0.1% | |
| Other values (40) | 86 | 0.4% |
Unique
| Unique | 16 ? |
|---|---|
| Unique (%) | 0.1% |
| Distinct | 76 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| PVG | 726 |
| SYD | 279 |
| SHA | 91 |
| JFK | 88 |
| Other values (71) | 366 |
| Value | Count | Frequency (%) | |
| 0 | 21882 | 93.4% | |
| PVG | 726 | 3.1% | |
| SYD | 279 | 1.2% | |
| SHA | 91 | 0.4% | |
| JFK | 88 | 0.4% | |
| LAX | 56 | 0.2% | |
| WUH | 19 | 0.1% | |
| XIY | 18 | 0.1% | |
| SZX | 17 | 0.1% | |
| NKG | 17 | 0.1% | |
| Other values (66) | 239 | 1.0% |
Unique
| Unique | 26 ? |
|---|---|
| Unique (%) | 0.1% |
| Distinct | 103 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| PVG | 473 |
| JFK | 217 |
| SYD | 186 |
| LAX | 140 |
| Other values (98) | 534 |
| Value | Count | Frequency (%) | |
| 0 | 21882 | 93.4% | |
| PVG | 473 | 2.0% | |
| JFK | 217 | 0.9% | |
| SYD | 186 | 0.8% | |
| LAX | 140 | 0.6% | |
| SHA | 62 | 0.3% | |
| PEK | 31 | 0.1% | |
| KMG | 29 | 0.1% | |
| ICN | 22 | 0.1% | |
| NKG | 22 | 0.1% | |
| Other values (93) | 368 | 1.6% |
Unique
| Unique | 24 ? |
|---|---|
| Unique (%) | 0.1% |
| Distinct | 89 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| PVG | 268 |
| JFK | 133 |
| SYD | 127 |
| LAX | 83 |
| Other values (84) | 395 |
| Value | Count | Frequency (%) | |
| 0 | 22426 | 95.7% | |
| PVG | 268 | 1.1% | |
| JFK | 133 | 0.6% | |
| SYD | 127 | 0.5% | |
| LAX | 83 | 0.4% | |
| SHA | 32 | 0.1% | |
| PEK | 25 | 0.1% | |
| HKG | 21 | 0.1% | |
| CAN | 14 | 0.1% | |
| KMG | 14 | 0.1% | |
| Other values (79) | 289 | 1.2% |
Unique
| Unique | 24 ? |
|---|---|
| Unique (%) | 0.1% |
| Distinct | 74 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| PVG | 235 |
| SYD | 112 |
| JFK | 98 |
| LAX | 56 |
| Other values (69) | 268 |
| Value | Count | Frequency (%) | |
| 0 | 22663 | 96.7% | |
| PVG | 235 | 1.0% | |
| SYD | 112 | 0.5% | |
| JFK | 98 | 0.4% | |
| LAX | 56 | 0.2% | |
| SHA | 25 | 0.1% | |
| CAN | 18 | 0.1% | |
| KMG | 14 | 0.1% | |
| SIN | 11 | < 0.1% | |
| ICN | 11 | < 0.1% | |
| Other values (64) | 189 | 0.8% |
Unique
| Unique | 24 ? |
|---|---|
| Unique (%) | 0.1% |
| Distinct | 64 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| PVG | 229 |
| SYD | 108 |
| JFK | 88 |
| LAX | 54 |
| Other values (59) | 200 |
| Value | Count | Frequency (%) | |
| 0 | 22753 | 97.1% | |
| PVG | 229 | 1.0% | |
| SYD | 108 | 0.5% | |
| JFK | 88 | 0.4% | |
| LAX | 54 | 0.2% | |
| SHA | 27 | 0.1% | |
| NKG | 11 | < 0.1% | |
| PEK | 10 | < 0.1% | |
| CAN | 8 | < 0.1% | |
| KMG | 7 | < 0.1% | |
| Other values (54) | 137 | 0.6% |
Unique
| Unique | 19 ? |
|---|---|
| Unique (%) | 0.1% |
| Distinct | 92 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| PVG | 1816 |
| SYD | 509 |
| SHA | 126 |
| JFK | 91 |
| Other values (87) | 563 |
| Value | Count | Frequency (%) | |
| 0 | 20327 | 86.7% | |
| PVG | 1816 | 7.8% | |
| SYD | 509 | 2.2% | |
| SHA | 126 | 0.5% | |
| JFK | 91 | 0.4% | |
| LAX | 41 | 0.2% | |
| TSA | 40 | 0.2% | |
| XIY | 35 | 0.1% | |
| WUH | 28 | 0.1% | |
| TAO | 24 | 0.1% | |
| Other values (82) | 395 | 1.7% |
Unique
| Unique | 29 ? |
|---|---|
| Unique (%) | 0.1% |
| Distinct | 123 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| PVG | 830 |
| JFK | 512 |
| SYD | 342 |
| LAX | 325 |
| Other values (118) | 1096 |
| Value | Count | Frequency (%) | |
| 0 | 20327 | 86.7% | |
| PVG | 830 | 3.5% | |
| JFK | 512 | 2.2% | |
| SYD | 342 | 1.5% | |
| LAX | 325 | 1.4% | |
| SHA | 102 | 0.4% | |
| ICN | 78 | 0.3% | |
| PEK | 60 | 0.3% | |
| NKG | 42 | 0.2% | |
| KMG | 41 | 0.2% | |
| Other values (113) | 773 | 3.3% |
Unique
| Unique | 24 ? |
|---|---|
| Unique (%) | 0.1% |
| Distinct | 119 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| PVG | 330 |
| JFK | 289 |
| LAX | 165 |
| SYD | 155 |
| Other values (114) | 992 |
| Value | Count | Frequency (%) | |
| 0 | 21501 | 91.8% | |
| PVG | 330 | 1.4% | |
| JFK | 289 | 1.2% | |
| LAX | 165 | 0.7% | |
| SYD | 155 | 0.7% | |
| SHA | 87 | 0.4% | |
| ICN | 63 | 0.3% | |
| BKK | 44 | 0.2% | |
| PEK | 41 | 0.2% | |
| KMG | 40 | 0.2% | |
| Other values (109) | 717 | 3.1% |
Unique
| Unique | 26 ? |
|---|---|
| Unique (%) | 0.1% |
| Distinct | 107 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| PVG | 268 |
| SYD | 113 |
| JFK | 108 |
| SHA | 61 |
| Other values (102) | 548 |
| Value | Count | Frequency (%) | |
| 0 | 22334 | 95.3% | |
| PVG | 268 | 1.1% | |
| SYD | 113 | 0.5% | |
| JFK | 108 | 0.5% | |
| SHA | 61 | 0.3% | |
| LAX | 44 | 0.2% | |
| PEK | 41 | 0.2% | |
| ICN | 35 | 0.1% | |
| KMG | 30 | 0.1% | |
| NKG | 22 | 0.1% | |
| Other values (97) | 376 | 1.6% |
Unique
| Unique | 37 ? |
|---|---|
| Unique (%) | 0.2% |
| Distinct | 98 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| PVG | 254 |
| SYD | 104 |
| JFK | 93 |
| SHA | 39 |
| Other values (93) | 394 |
| Value | Count | Frequency (%) | |
| 0 | 22548 | 96.2% | |
| PVG | 254 | 1.1% | |
| SYD | 104 | 0.4% | |
| JFK | 93 | 0.4% | |
| SHA | 39 | 0.2% | |
| CAN | 25 | 0.1% | |
| LAX | 24 | 0.1% | |
| ICN | 21 | 0.1% | |
| PEK | 20 | 0.1% | |
| KMG | 15 | 0.1% | |
| Other values (88) | 289 | 1.2% |
Unique
| Unique | 31 ? |
|---|---|
| Unique (%) | 0.1% |
| Distinct | 85 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| PVG | |
| SYD | 944 |
| SHA | 219 |
| JFK | 214 |
| Other values (80) | 621 |
| Value | Count | Frequency (%) | |
| 0 | 15962 | 68.1% | |
| PVG | 5472 | 23.4% | |
| SYD | 944 | 4.0% | |
| SHA | 219 | 0.9% | |
| JFK | 214 | 0.9% | |
| LAX | 94 | 0.4% | |
| XIY | 47 | 0.2% | |
| TPE | 38 | 0.2% | |
| TSA | 37 | 0.2% | |
| WUH | 37 | 0.2% | |
| Other values (75) | 368 | 1.6% |
Unique
| Unique | 29 ? |
|---|---|
| Unique (%) | 0.1% |
| Distinct | 127 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| JFK | |
| PVG | 1412 |
| LAX | 1335 |
| SYD | 933 |
| Other values (122) |
| Value | Count | Frequency (%) | |
| 0 | 15962 | 68.1% | |
| JFK | 1738 | 7.4% | |
| PVG | 1412 | 6.0% | |
| LAX | 1335 | 5.7% | |
| SYD | 933 | 4.0% | |
| SHA | 191 | 0.8% | |
| SIN | 123 | 0.5% | |
| PEK | 92 | 0.4% | |
| PUS | 87 | 0.4% | |
| MNL | 81 | 0.3% | |
| Other values (117) | 1478 | 6.3% |
Unique
| Unique | 22 ? |
|---|---|
| Unique (%) | 0.1% |
| Distinct | 141 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| JFK | 765 |
| LAX | 578 |
| PVG | 412 |
| ICN | 377 |
| Other values (136) |
| Value | Count | Frequency (%) | |
| 0 | 18473 | 78.8% | |
| JFK | 765 | 3.3% | |
| LAX | 578 | 2.5% | |
| PVG | 412 | 1.8% | |
| ICN | 377 | 1.6% | |
| BKK | 287 | 1.2% | |
| SYD | 239 | 1.0% | |
| SHA | 204 | 0.9% | |
| PEK | 121 | 0.5% | |
| HKG | 115 | 0.5% | |
| Other values (131) | 1861 | 7.9% |
Unique
| Unique | 27 ? |
|---|---|
| Unique (%) | 0.1% |
| Distinct | 132 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| PVG | 232 |
| JFK | 213 |
| LAX | 128 |
| SHA | 124 |
| Other values (127) | 1140 |
| Value | Count | Frequency (%) | |
| 0 | 21595 | 92.2% | |
| PVG | 232 | 1.0% | |
| JFK | 213 | 0.9% | |
| LAX | 128 | 0.5% | |
| SHA | 124 | 0.5% | |
| SYD | 99 | 0.4% | |
| PEK | 75 | 0.3% | |
| KMG | 61 | 0.3% | |
| ICN | 56 | 0.2% | |
| BKK | 45 | 0.2% | |
| Other values (122) | 804 | 3.4% |
Unique
| Unique | 30 ? |
|---|---|
| Unique (%) | 0.1% |
| Distinct | 107 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| PVG | 194 |
| JFK | 154 |
| SYD | 82 |
| LAX | 55 |
| Other values (102) | 641 |
| Value | Count | Frequency (%) | |
| 0 | 22306 | 95.2% | |
| PVG | 194 | 0.8% | |
| JFK | 154 | 0.7% | |
| SYD | 82 | 0.3% | |
| LAX | 55 | 0.2% | |
| KMG | 43 | 0.2% | |
| HND | 41 | 0.2% | |
| PEK | 36 | 0.2% | |
| SHA | 35 | 0.1% | |
| NKG | 28 | 0.1% | |
| Other values (97) | 458 | 2.0% |
Unique
| Unique | 21 ? |
|---|---|
| Unique (%) | 0.1% |
| Distinct | 78 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| PVG | |
| SYD | 978 |
| JFK | 247 |
| SHA | 228 |
| Other values (73) | 634 |
| Value | Count | Frequency (%) | |
| 0 | 14176 | 60.5% | |
| PVG | 7169 | 30.6% | |
| SYD | 978 | 4.2% | |
| JFK | 247 | 1.1% | |
| SHA | 228 | 1.0% | |
| LAX | 93 | 0.4% | |
| WUH | 49 | 0.2% | |
| TSA | 49 | 0.2% | |
| XIY | 41 | 0.2% | |
| TPE | 39 | 0.2% | |
| Other values (68) | 363 | 1.5% |
Unique
| Unique | 29 ? |
|---|---|
| Unique (%) | 0.1% |
| Distinct | 130 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| JFK | |
| LAX | |
| PVG | |
| SYD | 985 |
| Other values (125) |
| Value | Count | Frequency (%) | |
| 0 | 14176 | 60.5% | |
| JFK | 2207 | 9.4% | |
| LAX | 1820 | 7.8% | |
| PVG | 1500 | 6.4% | |
| SYD | 985 | 4.2% | |
| SHA | 213 | 0.9% | |
| SIN | 186 | 0.8% | |
| MNL | 145 | 0.6% | |
| PEK | 111 | 0.5% | |
| NRT | 108 | 0.5% | |
| Other values (120) | 1981 | 8.5% |
Unique
| Unique | 18 ? |
|---|---|
| Unique (%) | 0.1% |
| Distinct | 149 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| JFK | 981 |
| LAX | 842 |
| ICN | 448 |
| BKK | 441 |
| Other values (144) |
| Value | Count | Frequency (%) | |
| 0 | 17094 | 73.0% | |
| JFK | 981 | 4.2% | |
| LAX | 842 | 3.6% | |
| ICN | 448 | 1.9% | |
| BKK | 441 | 1.9% | |
| PVG | 367 | 1.6% | |
| SHA | 281 | 1.2% | |
| SYD | 254 | 1.1% | |
| HKG | 157 | 0.7% | |
| PEK | 153 | 0.7% | |
| Other values (139) | 2414 | 10.3% |
Unique
| Unique | 23 ? |
|---|---|
| Unique (%) | 0.1% |
| Distinct | 146 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| JFK | 256 |
| PVG | 195 |
| LAX | 168 |
| SHA | 156 |
| Other values (141) | 1460 |
| Value | Count | Frequency (%) | |
| 0 | 21197 | 90.5% | |
| JFK | 256 | 1.1% | |
| PVG | 195 | 0.8% | |
| LAX | 168 | 0.7% | |
| SHA | 156 | 0.7% | |
| PEK | 99 | 0.4% | |
| SYD | 82 | 0.3% | |
| KMG | 77 | 0.3% | |
| ICN | 66 | 0.3% | |
| NKG | 65 | 0.3% | |
| Other values (136) | 1071 | 4.6% |
Unique
| Unique | 36 ? |
|---|---|
| Unique (%) | 0.2% |
| Distinct | 116 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| JFK | 173 |
| PVG | 136 |
| LAX | 89 |
| PEK | 60 |
| Other values (111) | 850 |
| Value | Count | Frequency (%) | |
| 0 | 22124 | 94.4% | |
| JFK | 173 | 0.7% | |
| PVG | 136 | 0.6% | |
| LAX | 89 | 0.4% | |
| PEK | 60 | 0.3% | |
| SYD | 58 | 0.2% | |
| KMG | 55 | 0.2% | |
| HND | 54 | 0.2% | |
| SHA | 50 | 0.2% | |
| BKK | 47 | 0.2% | |
| Other values (106) | 586 | 2.5% |
Unique
| Unique | 28 ? |
|---|---|
| Unique (%) | 0.1% |
| Distinct | 994 |
|---|---|
| Distinct (%) | 4.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| 2019/1/5 | 56 |
| 2019/1/1 | 43 |
| 2019/1/6 | 43 |
| 2020/1/5 | 40 |
| Other values (989) |
| Value | Count | Frequency (%) | |
| 0 | 14176 | 60.5% | |
| 2019/1/5 | 56 | 0.2% | |
| 2019/1/1 | 43 | 0.2% | |
| 2019/1/6 | 43 | 0.2% | |
| 2020/1/5 | 40 | 0.2% | |
| 2019/1/11 | 38 | 0.2% | |
| 2019/1/4 | 36 | 0.2% | |
| 2019/8/21 | 34 | 0.1% | |
| 2020/1/17 | 34 | 0.1% | |
| 2018/4/2 | 34 | 0.1% | |
| Other values (984) | 8898 | 38.0% |
Unique
| Unique | 55 ? |
|---|---|
| Unique (%) | 0.2% |
bag_cnt_m3
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| 1 | 17 |
| Value | Count | Frequency (%) | |
| 0 | 23415 | 99.9% | |
| 1 | 17 | 0.1% |
bag_cnt_m6
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| 1 | 25 |
| 2 | 1 |
| Value | Count | Frequency (%) | |
| 0 | 23406 | 99.9% | |
| 1 | 25 | 0.1% | |
| 2 | 1 | < 0.1% |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
bag_cnt_y1
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| 1 | 56 |
| 2 | 2 |
| 3 | 1 |
| Value | Count | Frequency (%) | |
| 0 | 23373 | 99.7% | |
| 1 | 56 | 0.2% | |
| 2 | 2 | < 0.1% | |
| 3 | 1 | < 0.1% |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
select_seat_cnt_y1
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| 1 | 65 |
| 2 | 22 |
| 3 | 13 |
| Value | Count | Frequency (%) | |
| 0 | 23332 | 99.6% | |
| 1 | 65 | 0.3% | |
| 2 | 22 | 0.1% | |
| 3 | 13 | 0.1% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
flt_cancel_cnt_y3
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| 1 | 10 |
| 2 | 1 |
| Value | Count | Frequency (%) | |
| 0 | 23421 | > 99.9% | |
| 1 | 10 | < 0.1% | |
| 2 | 1 | < 0.1% |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
flt_delay_cnt_m3
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| 1 | 112 |
| 2 | 18 |
| 3 | 1 |
| Value | Count | Frequency (%) | |
| 0 | 23301 | 99.4% | |
| 1 | 112 | 0.5% | |
| 2 | 18 | 0.1% | |
| 3 | 1 | < 0.1% |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
| Distinct | 76 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| Shanghai | 347 |
| SYDNEY | 145 |
| New York | 107 |
| Los Angeles | 53 |
| Other values (71) | 285 |
| Value | Count | Frequency (%) | |
| 0 | 22495 | 96.0% | |
| Shanghai | 347 | 1.5% | |
| SYDNEY | 145 | 0.6% | |
| New York | 107 | 0.5% | |
| Los Angeles | 53 | 0.2% | |
| Kunming | 19 | 0.1% | |
| Seoul | 17 | 0.1% | |
| Beijing | 17 | 0.1% | |
| Hangzhou | 15 | 0.1% | |
| Wuhan | 13 | 0.1% | |
| Other values (66) | 204 | 0.9% |
Unique
| Unique | 23 ? |
|---|---|
| Unique (%) | 0.1% |
| Distinct | 90 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| Shanghai | 638 |
| SYDNEY | 234 |
| New York | 171 |
| Los Angeles | 79 |
| Other values (85) | 428 |
| Value | Count | Frequency (%) | |
| 0 | 21882 | 93.4% | |
| Shanghai | 638 | 2.7% | |
| SYDNEY | 234 | 1.0% | |
| New York | 171 | 0.7% | |
| Los Angeles | 79 | 0.3% | |
| Beijing | 31 | 0.1% | |
| BANGKOK | 26 | 0.1% | |
| Kunming | 25 | 0.1% | |
| Wuhan | 24 | 0.1% | |
| Hangzhou | 23 | 0.1% | |
| Other values (80) | 299 | 1.3% |
Unique
| Unique | 27 ? |
|---|---|
| Unique (%) | 0.1% |
| Distinct | 102 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| Shanghai | 1442 |
| New York | 437 |
| SYDNEY | 372 |
| Los Angeles | 213 |
| Other values (97) | 641 |
| Value | Count | Frequency (%) | |
| 0 | 20327 | 86.7% | |
| Shanghai | 1442 | 6.2% | |
| New York | 437 | 1.9% | |
| SYDNEY | 372 | 1.6% | |
| Los Angeles | 213 | 0.9% | |
| Beijing | 48 | 0.2% | |
| Wuhan | 37 | 0.2% | |
| Nanjing | 35 | 0.1% | |
| Kunming | 34 | 0.1% | |
| Hong Kong-Hlpt | 31 | 0.1% | |
| Other values (92) | 456 | 1.9% |
Unique
| Unique | 25 ? |
|---|---|
| Unique (%) | 0.1% |
| Distinct | 104 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| Shanghai | |
| New York | 907 |
| SYDNEY | 650 |
| Los Angeles | 494 |
| Other values (99) | 1013 |
| Value | Count | Frequency (%) | |
| 0 | 15962 | 68.1% | |
| Shanghai | 4406 | 18.8% | |
| New York | 907 | 3.9% | |
| SYDNEY | 650 | 2.8% | |
| Los Angeles | 494 | 2.1% | |
| BANGKOK | 82 | 0.3% | |
| Beijing | 65 | 0.3% | |
| Seoul | 61 | 0.3% | |
| Hong Kong-Hlpt | 46 | 0.2% | |
| Kunming | 37 | 0.2% | |
| Other values (94) | 722 | 3.1% |
Unique
| Unique | 24 ? |
|---|---|
| Unique (%) | 0.1% |
| Distinct | 102 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| Shanghai | |
| New York | 1052 |
| Los Angeles | 720 |
| SYDNEY | 651 |
| Other values (97) | 1050 |
| Value | Count | Frequency (%) | |
| 0 | 14176 | 60.5% | |
| Shanghai | 5783 | 24.7% | |
| New York | 1052 | 4.5% | |
| Los Angeles | 720 | 3.1% | |
| SYDNEY | 651 | 2.8% | |
| BANGKOK | 91 | 0.4% | |
| Beijing | 68 | 0.3% | |
| Seoul | 52 | 0.2% | |
| Hong Kong-Hlpt | 52 | 0.2% | |
| Kunming | 45 | 0.2% | |
| Other values (92) | 742 | 3.2% |
Unique
| Unique | 24 ? |
|---|---|
| Unique (%) | 0.1% |
| Distinct | 77 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| Shanghai | 288 |
| SYDNEY | 106 |
| New York | 94 |
| Los Angeles | 56 |
| Other values (72) | 230 |
| Value | Count | Frequency (%) | |
| 0 | 22658 | 96.7% | |
| Shanghai | 288 | 1.2% | |
| SYDNEY | 106 | 0.5% | |
| New York | 94 | 0.4% | |
| Los Angeles | 56 | 0.2% | |
| Beijing | 27 | 0.1% | |
| BANGKOK | 9 | < 0.1% | |
| Guangzhou | 9 | < 0.1% | |
| Xi'an | 9 | < 0.1% | |
| Nanjing | 8 | < 0.1% | |
| Other values (67) | 168 | 0.7% |
Unique
| Unique | 27 ? |
|---|---|
| Unique (%) | 0.1% |
| Distinct | 90 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| Shanghai | 458 |
| SYDNEY | 171 |
| New York | 163 |
| Los Angeles | 93 |
| Other values (85) | 382 |
| Value | Count | Frequency (%) | |
| 0 | 22165 | 94.6% | |
| Shanghai | 458 | 2.0% | |
| SYDNEY | 171 | 0.7% | |
| New York | 163 | 0.7% | |
| Los Angeles | 93 | 0.4% | |
| Beijing | 40 | 0.2% | |
| TAIPEI | 19 | 0.1% | |
| Kunming | 18 | 0.1% | |
| Hangzhou | 14 | 0.1% | |
| BANGKOK | 14 | 0.1% | |
| Other values (80) | 277 | 1.2% |
Unique
| Unique | 28 ? |
|---|---|
| Unique (%) | 0.1% |
| Distinct | 94 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| Shanghai | 1068 |
| SYDNEY | 373 |
| New York | 336 |
| Los Angeles | 144 |
| Other values (89) | 638 |
| Value | Count | Frequency (%) | |
| 0 | 20873 | 89.1% | |
| Shanghai | 1068 | 4.6% | |
| SYDNEY | 373 | 1.6% | |
| New York | 336 | 1.4% | |
| Los Angeles | 144 | 0.6% | |
| Seoul | 49 | 0.2% | |
| Beijing | 47 | 0.2% | |
| TAIPEI | 37 | 0.2% | |
| Kunming | 30 | 0.1% | |
| Nanjing | 21 | 0.1% | |
| Other values (84) | 454 | 1.9% |
Unique
| Unique | 18 ? |
|---|---|
| Unique (%) | 0.1% |
| Distinct | 95 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| Shanghai | |
| New York | 924 |
| SYDNEY | 718 |
| Los Angeles | 517 |
| Other values (90) | 679 |
| Value | Count | Frequency (%) | |
| 0 | 17010 | 72.6% | |
| Shanghai | 3584 | 15.3% | |
| New York | 924 | 3.9% | |
| SYDNEY | 718 | 3.1% | |
| Los Angeles | 517 | 2.2% | |
| Beijing | 48 | 0.2% | |
| TAIPEI | 44 | 0.2% | |
| Wuhan | 35 | 0.1% | |
| Kunming | 35 | 0.1% | |
| BANGKOK | 33 | 0.1% | |
| Other values (85) | 484 | 2.1% |
Unique
| Unique | 24 ? |
|---|---|
| Unique (%) | 0.1% |
| Distinct | 89 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| Shanghai | |
| New York | 993 |
| SYDNEY | 737 |
| Los Angeles | 642 |
| Other values (84) | 717 |
| Value | Count | Frequency (%) | |
| 0 | 15622 | 66.7% | |
| Shanghai | 4721 | 20.1% | |
| New York | 993 | 4.2% | |
| SYDNEY | 737 | 3.1% | |
| Los Angeles | 642 | 2.7% | |
| BANGKOK | 52 | 0.2% | |
| Beijing | 51 | 0.2% | |
| TAIPEI | 46 | 0.2% | |
| Seoul | 40 | 0.2% | |
| Kunming | 39 | 0.2% | |
| Other values (79) | 489 | 2.1% |
Unique
| Unique | 20 ? |
|---|---|
| Unique (%) | 0.1% |
cabin_fall_cnt_m3
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| 1 | 1 |
| Value | Count | Frequency (%) | |
| 0 | 23431 | > 99.9% | |
| 1 | 1 | < 0.1% |
cabin_fall_cnt_m6
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| 1 | 2 |
| Value | Count | Frequency (%) | |
| 0 | 23430 | > 99.9% | |
| 1 | 2 | < 0.1% |
cabin_fall_cnt_y1
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| 1 | 2 |
| Value | Count | Frequency (%) | |
| 0 | 23430 | > 99.9% | |
| 1 | 2 | < 0.1% |
cabin_fall_cnt_y2
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| 1 | 4 |
| Value | Count | Frequency (%) | |
| 0 | 23428 | > 99.9% | |
| 1 | 4 | < 0.1% |
cabin_fall_cnt_y3
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| 1 | 15 |
| 2 | 2 |
| Value | Count | Frequency (%) | |
| 0 | 23415 | 99.9% | |
| 1 | 15 | 0.1% | |
| 2 | 2 | < 0.1% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
tkt_return_cnt_m3
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| 2 | 5 |
| 1 | 4 |
| Value | Count | Frequency (%) | |
| 0 | 23423 | > 99.9% | |
| 2 | 5 | < 0.1% | |
| 1 | 4 | < 0.1% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
tkt_return_all_cnt_m3
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| 1 | 8 |
| 2 | 3 |
| 3 | 1 |
| Value | Count | Frequency (%) | |
| 0 | 23420 | 99.9% | |
| 1 | 8 | < 0.1% | |
| 2 | 3 | < 0.1% | |
| 3 | 1 | < 0.1% |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
pit_accu_cnt_m3
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| 1 | 93 |
| 2 | 33 |
| 3 | 6 |
| Value | Count | Frequency (%) | |
| 0 | 23300 | 99.4% | |
| 1 | 93 | 0.4% | |
| 2 | 33 | 0.1% | |
| 3 | 6 | < 0.1% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
pit_cons_cnt_m3
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| 1 | 21 |
| Value | Count | Frequency (%) | |
| 0 | 23411 | 99.9% | |
| 1 | 21 | 0.1% |
pit_add_buy_amt_y1
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| 1700 | 1 |
| Value | Count | Frequency (%) | |
| 0 | 23431 | > 99.9% | |
| 1700 | 1 | < 0.1% |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
pit_des_upg_amt_m3
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| 25000 | 1 |
| Value | Count | Frequency (%) | |
| 0 | 23431 | > 99.9% | |
| 25000 | 1 | < 0.1% |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
pit_add_air_cnt_m3
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| 1 | 71 |
| 2 | 19 |
| 3 | 3 |
| Value | Count | Frequency (%) | |
| 0 | 23339 | 99.6% | |
| 1 | 71 | 0.3% | |
| 2 | 19 | 0.1% | |
| 3 | 3 | < 0.1% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
pit_add_non_cnt_m3
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| 1 | 19 |
| 4 | 1 |
| 2 | 1 |
| Value | Count | Frequency (%) | |
| 0 | 23411 | 99.9% | |
| 1 | 19 | 0.1% | |
| 4 | 1 | < 0.1% | |
| 2 | 1 | < 0.1% |
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | < 0.1% |
pit_add_buy_cnt_y1
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| 1 | 1 |
| Value | Count | Frequency (%) | |
| 0 | 23431 | > 99.9% | |
| 1 | 1 | < 0.1% |
pit_add_buy_cnt_y2
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| 1 | 7 |
| 2 | 1 |
| Value | Count | Frequency (%) | |
| 0 | 23424 | > 99.9% | |
| 1 | 7 | < 0.1% | |
| 2 | 1 | < 0.1% |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
pit_add_buy_cnt_y3
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| 1 | 9 |
| 2 | 1 |
| Value | Count | Frequency (%) | |
| 0 | 23422 | > 99.9% | |
| 1 | 9 | < 0.1% | |
| 2 | 1 | < 0.1% |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
pit_des_upg_cnt_m3
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| 1 | 1 |
| Value | Count | Frequency (%) | |
| 0 | 23431 | > 99.9% | |
| 1 | 1 | < 0.1% |
pit_des_upg_cnt_m6
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| 1 | 29 |
| Value | Count | Frequency (%) | |
| 0 | 23403 | 99.9% | |
| 1 | 29 | 0.1% |
pit_des_upg_cnt_y1
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| 1 | 18 |
| 5 | 14 |
| 2 | 12 |
| Value | Count | Frequency (%) | |
| 0 | 23388 | 99.8% | |
| 1 | 18 | 0.1% | |
| 5 | 14 | 0.1% | |
| 2 | 12 | 0.1% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
pit_des_mall_cnt_m3
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| 1 | 1 |
| Value | Count | Frequency (%) | |
| 0 | 23431 | > 99.9% | |
| 1 | 1 | < 0.1% |
pit_des_mall_cnt_m6
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| 1 | 23 |
| 2 | 3 |
| Value | Count | Frequency (%) | |
| 0 | 23406 | 99.9% | |
| 1 | 23 | 0.1% | |
| 2 | 3 | < 0.1% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
pit_des_out_cnt_m3
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| 1 | 6 |
| Value | Count | Frequency (%) | |
| 0 | 23426 | > 99.9% | |
| 1 | 6 | < 0.1% |
pit_des_out_cnt_m6
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| 1 | 6 |
| 3 | 2 |
| 2 | 2 |
| Value | Count | Frequency (%) | |
| 0 | 23422 | > 99.9% | |
| 1 | 6 | < 0.1% | |
| 3 | 2 | < 0.1% | |
| 2 | 2 | < 0.1% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
pit_des_out_cnt_y1
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| 1 | 28 |
| 2 | 4 |
| 3 | 2 |
| Value | Count | Frequency (%) | |
| 0 | 23398 | 99.9% | |
| 1 | 28 | 0.1% | |
| 2 | 4 | < 0.1% | |
| 3 | 2 | < 0.1% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
pit_income_cnt_m3
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| 1 | 93 |
| 2 | 33 |
| 3 | 6 |
| Value | Count | Frequency (%) | |
| 0 | 23300 | 99.4% | |
| 1 | 93 | 0.4% | |
| 2 | 33 | 0.1% | |
| 3 | 6 | < 0.1% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
pit_pay_cnt_m3
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| 1 | 24 |
| Value | Count | Frequency (%) | |
| 0 | 23408 | 99.9% | |
| 1 | 24 | 0.1% |
pit_add_chnl_m3
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| 航空累积 | 118 |
| 非航累积 | 14 |
| Value | Count | Frequency (%) | |
| 0 | 23300 | 99.4% | |
| 航空累积 | 118 | 0.5% | |
| 非航累积 | 14 | 0.1% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
pit_add_chnl_m6
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| 航空累积 | 557 |
| 非航累积 | 34 |
| Value | Count | Frequency (%) | |
| 0 | 22841 | 97.5% | |
| 航空累积 | 557 | 2.4% | |
| 非航累积 | 34 | 0.1% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
pit_add_chnl_y1
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| 航空累积 | 1180 |
| 非航累积 | 23 |
| Value | Count | Frequency (%) | |
| 0 | 22229 | 94.9% | |
| 航空累积 | 1180 | 5.0% | |
| 非航累积 | 23 | 0.1% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
pit_add_chnl_y2
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| 航空累积 | |
| 非航累积 | 35 |
| 积分购买 | 1 |
| Value | Count | Frequency (%) | |
| 0 | 21143 | 90.2% | |
| 航空累积 | 2253 | 9.6% | |
| 非航累积 | 35 | 0.1% | |
| 积分购买 | 1 | < 0.1% |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
pit_add_chnl_y3
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.1 KiB |
| 0 | |
|---|---|
| 航空累积 | |
| 非航累积 | 144 |
| 积分购买 | 1 |
| Value | Count | Frequency (%) | |
| 0 | 20889 | 89.1% | |
| 航空累积 | 2398 | 10.2% | |
| 非航累积 | 144 | 0.6% | |
| 积分购买 | 1 | < 0.1% |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |